Academic Qualification

Ph.D. in Rensselaer Polytechnic Institute

Master in Zhejiang University

Bachelor in Shandong Institute of Chemical Engineering

Professional Services

 President

        • Supervision Council of Chinese Association of Automation                                 2018-Present

        • IEEE Council on RFID                                                                                          2019-2021

        • Association of Global Intelligent Science and Technology (AGIST)                     2015-2022

        • American Zhu Kezhen Education Foundation                                                      2007-2008

        • IEEE ITS Society                                                                                                  2005-2007

        • Chinese Association for Science and Technology, USA                                       2005-2006

Vice President

        •  IEEE Systems, Man, and Cybernetics Society                                                     2019-2021

        •  ACM China Council                                                                                              2010-2011

        •  Chinese Association of Automation                                                                      2008-2018

Founding Chair

        •  AAAI Beijing Chapter                                                                                           2011-2016

        •  ACM Social and Economic Computing Chapter                                                  2010-2015

        •  INFORMS Beijing Chapter                                                                                   2008-2011

        •  ACM Beijing Chapter                                                                                            2006-2008

        •  INCOSE Beijing Chapter                                                                                      2005-2008

Editor-in-Chief

        •  IEEE Transactions on Intelligent Vehicles                                                            2022-Present

        •  IEEE Transactions on Computational Social Systems                                         2017-2021

        •  ACTA Automatica Sinica                                                                                       2011-2017

        •  IEEE Transactions on Intelligent Transportation Systems                                    2009-2016

        •  IEEE Intelligent Systems                                                                                      2009-2012

Founding Editor-in-Chief

        •  Chinese Journal of Intelligent Science and Technology (in Chinese)                   2019-2021

        •  China’s Journal of Command and Control (in Chinese)                                       2015-2021

        •  IEEE/CAA Journal of Automatica Sinica                                                               2014-2017

        •  IEEE ITS Magazine                                                                                              2006-2007

        •  International Journal of Intelligent Control and Systems                                      1995-2000

Associate Editor-in-Chief

        •  Science and Technology Review                                                                          2008-2014

        •  IEEE Intelligent Systems                                                                                      2004-2008

Editor-in-Charge

       •  Series in Intelligent Control and Intelligent Automation                                        1994-2005

Associate Editor

        •  IEEE Transactions on Systems, Man, and Cybernetics: Systems                      2021-Present

        •  Systems Engineering, the INCOSE Journal                                                        2012-Present

        •  ACM Transactions on Intelligent Systems and Technology                                 2010-2012

        •  ACM Transactions on Management Information Systems                                   2010-2014

        •  IEEE Transactions on Service Computing                                                           2008-2010

        •  IEEE Transactions on Knowledge and Data Engineering                                    2006-2008

        •  IEEE Intelligent Systems                                                                                      2004-2008

        •  IEEE Transactions on Robotics and Automation                                                  2003-2005

        •  IEEE Transactions on Intelligent Transportation Systems                                   2002-2008

        •  IEEE Transactions on Systems, Man, and Cybernetics                                       1999-2005

Chair

        •  IFAC Technical Committee on Economic, Business, and Financial Systems      2016-Present

        •  IFAC Technical Committee on Social and Economic Systems                            2008-2013

Working Experience

1984 ~ 1986 Instructor, Department of Mechanics, Zhejiang University, Hangzhou, China

1987 ~ 1988 Research Assistant, Robotics and Automation Laboratory (RAL), RPI, Troy, USA

1988 ~ 1990 Research Engineer, NASA Center for Intelligent Robotic Systems for Space Exploration (CIRSSE), USA

1988 ~ 1990 Research Associate, New York State Center for Manufacturing and Productivity Transfer, New York, USA

1990 ~ 2011 Professor and Director, University of Arizona, Tucson, USA

        •       Assistant Professor (1990)

        •       Associate Professor (1995)

        •       Full Professor (1999)

        •       Director of the Robotics and Automation Laboratory (1990-2011)

        •       Director of the Program in Advanced Research for Complex Systems (1999-2011)

1990 ~ 2008 Research Scientist, NASA Space Engineering Research Center, USA

1992 ~ 1997 Research Professor, Motor Control Group, Arizona Laboratory, Phoenix Tucson, USA

1997 ~ Present Professor and Director, Institute of Automation, Chinese Academy of Sciences  Beijing,   China

        •       Founding Director of the Intelligent Control and Systems Engineering Center under the support of the Outstanding Chinese Talents Program from the State Planning Council (1999)

        •       Appointed as the Director of the Key Laboratory of Complex Systems and Intelligence Science, CAS (2002)

        •       Appointed as the Deputy Director of the Institute of Automation, CAS (2002-2006)

        •       Appointed as the State Specially Appointed Expert and the Founding Director of the State Key Laboratory for Management and Control of Complex Systems (2011)

2005 ~ 2019 Dean, School of Software Engineering, Xi’an Jiaotong University, Xi’an, China

2010 ~ 2015 Director, The Research Center of Computational Experiments and Parallel Systems, NUDT Changsha, China

Academic Publication

 Books

• Qinglai Wei and Fei-Yue Wang, Reinforcement Learning, Tsinghua University Press, 2021.

• Xiangwen Zhang and Fei-Yue Wang, Intelligent Tires (In Chinese), China Machine Press, 2019.

• Yong Yuan and Fei-Yue Wang. Theory and Method of Blockchain. Tsinghua University Press, 2019.

• Peijun Ye and Fei-Yue Wang. Artificial Intelligence - Principle and Technology. Tsinghua University Press, 2019.

• Xiangwen Zhang and Fei-Yue Wang. Smart Tires. China Machine Press, 2019.

• Fei-Yue Wang, Hong Mo, Liang Zhao and Runmei Li, Type II Fuzzy Sets and Logic, Tsinghua University Press, 2018

• Jie Zhang and Fei-Yue Wang, Optimal Control — Mathematical Theory and Intelligent Methods, Tsinghua University Press, 2017

• Fei-Yue Wang, Xiaochen Li and Wenji Mao, An ACP-Based Approach to Intelligence and Security Informatics, Intelligent Methods for Cyber Warfare, Springer, 2015.

• Yanwu Yang and Fei-Yue Wang, Stochastic Budget Strategies at the Campaign Level: A Preliminary Investigation, Elsevier Inc., 2014.

• Yanwu Yang and Fei-Yue Wang, A Budget Optimization Framework for Search Advertisements, Elsevier Inc., 2014.

• Yanwu Yang and Fei-Yue Wang, A Stochastic Budget Distribution Model in Search Advertisements, Elsevier Inc., 2014.

• Yanwu Yang and Fei-Yue Wang, Perspectives: Looking into the Future of Budgeting Strategies in Sponsored Search Auctions, Elsevier Inc., 2014.

• Yanwu Yang and Fei-Yue Wang, A Two-Stage Fuzzy Programming Approach for Budget Allocation in Sponsored Search Auctions, Elsevier Inc., 2014.

• Yanwu Yang and Fei-Yue Wang, The First Step to Allocate Advertising Budget in Sponsored Search Auctions, Elsevier Inc., 2014.

• Yanwu Yang and Fei-Yue Wang, Daily Budget Adjustment in Sponsored Search Auctions, Elsevier Inc., 2014.

• Wenji Mao and Fei-Yue Wang, Advances in Intelligence and Security Informatics, Acdemic Press, 2012.

• Zhu Zhu, Gong-Qing Wu, Xindong Wu, Xue-Gang Hu and Fei-Yue Wang, Automatic Recognition of News Web Pages, LNCS 5075, 2008.

• Fei Xie, Xindong Wu, Xue-Gang Hu and Fei-Yue Wang, Keyphrase Extraction from Chinese News Web Pages based on Semantic Relations, LNCS 5075, 2008.

• Changli Zhang, Daniel Zeng, Qingyang Xu, Xueling Xin, Wenji Mao and Fei-Yue Wang, Polarity Classification of Public Health Opinions in Chinese, LNCS 5075, 2008.

• Xiaochen Li, Wenji Mao, Daniel Zeng and Fei-Yue Wang, Agent-Based Social Simulation and Modeling in Social Computing, LNCS 5075, 2008.

• Xiarong Li, Daniel Zeng, Wenji Mao and Fei-Yue Wang, Online Communities: A Social Computing Perspective, LNCS 5075, 2008.

• Fei-Yue Wang and D. Liu (Eds), Networked Control Systems: Theory and Applications, Springer, 2008

• Li Li and Fei-Yue Wang, Advanced Motion Control and Sensing for Intelligent Vehicles, Springer, 2007.

• Xiangwen Zhang and Fei-Yue Wang, Intelligent Tires: Modeling, Sensing, and Analysis, Westing Publishing Co, 2007.

• Zhu W and Fei-Yue Wang, Binary Relation Based Rough Sets, LNCS 4223, 2006.

• Li Li and Fei-Yue Wang, Approximate Vehicle Waiting Time Estimation Using Adaptive Video-based Vehicle Tracking, LNCS 4153, 2006.

• Chen D, Cao XB, Qiao H and Fei-Yue Wang, A Multiclass Classifier to Detect Pedestrians and Acquire Their Moving Styles, LNCS 3975, 2006.

• Xu YW, Cao XB, Qiao H and Fei-Yue Wang, “Fast Pedestrian Detection Using Color Information”, LNCS 3975, 2006.

• Zhu W and Fei-Yue Wang, Covering Based Granular Computing for Conflict Analysis, LNCS 3975, 2006.

• Fei-Yue Wang, A Computational Framework for Decision Analysis and Support in ISI: Artificial Societies, Computational Experiments, and Parallel Systems, LNCS 3917, 2006.

• Zhu W, Thomborson C and Fei-Yue Wang, Applications of Homomorphic Functions to Software Obfuscation, LNCS 3917, 2006.

• Hsinchun Chen, Fei-Yue Wang, Christopher C. Yang, Daniel Zeng, Michael Chau and Kuiyu Chang (Editors), Intelligence and Security Informatics (LNCS), Springer, April 2006.

• Sharad Mehrotra, Daniel D. Zeng, Hsinchun Chen, Bhavani Thuraisingham and Fei-Yue Wang (Editors), Intelligence and Security Informatics (LNCS), Springer, 2006.

• Xianbin Cao, Hong Qiao and Fei-Yue Wang, Xinzheng Zhang, Application of Cooperative Co-evolution in Pedestrian Detection Systems, LNCS 3495, 2005.

• Hong Qiao, Fei-Yue Wang and Xianbin Cao, Application of a Decomposed Support Vector Machine Algorithm in Pedestrian Detection from a Moving Vehicle, LNCS 3495, 2005.

• Guanpi Lai and Fei-Yue Wang, Toward an ITS Specific Knowledge Engine, LNCS 3495, 2005.

• Xinjian Chen, Jie Tian, Qi Su, Xin Yang and Fei-Yue Wang, A Secured Mobile Phone Based on Embedded Fingerprint Recognition Systems, LNCS 3495, 2005.

• William Zhu, Clark Thomborson and Fei-Yue Wang, A Survey of Software Watermarking, LNCS 3495, 2005.

• Qing Tao, Gao-Wei Wu, Fei-Yue Wang and Jue Wang, Some Marginal Learning Algorithms for Unsupervised Problems, LNCS 3495, 2005.

• Shuming Tang, Fei-Yue Wang and Guanpi Lai, Recent Trends in Research of Intelligent Transportation Systems, Westing Publishing Co., 2005.

• Fei-Yue Wang and Derong Liu, Computational Intelligence: Theory and Applications, World Scientific Publishing Co., 2005.

• Kantor P., Muresan G., Roberts F., Zeng D., Wang F.-Y., Chen H. and Merkle R. (Eds.), Intelligence and Security Informatics, (LNCS), Springer, 2005.

• Fei-Yue Wang and Yanqing Gao, Advanced Studies in Flexible Manipulators: Modeling, Design, and Control, World Scientific Publishing Co., Singapore, 2003.

• Fei-Yue Wang and G.N. Saridis, On Successive Approximation of Optimal Control of Stochastic Dynamic Systems, in Modeling Uncertainty,

• M. Dror and F. Szidarovszky (Eds), Boston: Kluwer Academic Publishers, pp.333-356, 2002.

• Fei-Yue Wang and Yuetong Lin, Linguistic Dynamic Systems and Computing with Words for Modeling, Simulation, and Analysis of Complex Systems, in Discrete Event Modeling and Simulation Technologies, ed. H.S. Sarjoughian and F.E. Cellier, pp.75-92, Springer-Verlag: New York, NY, 2001.

• X. Shi, P.J.A. Lever and Fei-Yue Wang, Autonomous Rock Excavation: Intelligent Control Techniques and Experimentation, World Scientific Publishing Co., River Edge, NJ, 1998.

• Paul J.A. Lever and Fei-Yue Wang, Advances in Robotics and Automation for Hazardous Environment, World Scientic Publishing Co., River Edge, NJ, October 1997.

• Paul Lever and Fei-Yue Wang, Using Fuzzy Behaviors for Fuzzy-Goal-Directed Excavation Tasks, in Intelligent Automation and Soft Computing: Trends in Research, Development, and Applications, edited by M. Jamshidi, et al, TSI Press, Albuquerque, NM, 1994.

• Fei-Yue Wang and Paul Lever, An Intelligent Robotic Vehicle for Lunar and Martian Resource Assessment, in Recent Trends in Mobile Robots, edited by Yuan F. Zheng, World Scientific Publishing Co., River Edge, NJ, 1994.

• Fei-Yue Wang, Building Knowledge Structure in Neural Nets Using Fuzzy Logic, in Robotics and Manufacturing: Recent Trends in Research, Education and Applications, edited by M. Jamshidi, ASME (American Society of Mechanical Engineers) Press, New York, NY, 1992.

• Fei-Yue Wang, Buckling of Elastic Structures (Chinese), Zhejiang University Press, Hangzhou, 1986.

Journal Papers

 1.     X. Zheng, H. Tian, Z. Wan, X. Wang, D. D. Zeng, and F.-Y. Wang, “Game starts at gamestop: Characterizing the collective behaviors and social dynamics in the short squeeze episode,” IEEE Transactions on Computational Social Systems, vol. 9, no. 1, pp. 45–58, 2022.

2.      J. Liang, R. Hare, T. Chang, F. Xu, Y. Tang, F.-Y. Wang, S. Peng, and M. Lei, “Student modeling and analysis in adaptive instructional systems,” IEEE Access, 2022.

3.      F.-Y. Wang, W. Ding, X. Wang, J. Garibaldi, S. Teng, R. Imre, and

                            i.                C. Olaverri-Monreal, “The dao to desci: Ai for free, fair, and responsibility sensitive sciences,” IEEE Intelligent Systems, vol. 37, no. 2, pp. 16–22, 2022.

4.      F.-Y. Wang, “Parallel intelligence in metaverses: Welcome to hanoi!” IEEE Intelligent Systems, vol. 37, no. 1, pp. 16–20, 2022.

5.      X. Li, H. Duan, Y. Tian, and F.-Y. Wang, “Exploring image generation for uav change detection,” IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 6, pp. 1061–1072, 2022.

6.      M. Fan, M. Kang, X. Wang, J. Hua, C. He, and F.-Y. Wang, “Parallel crop planning based on price forecast,” International Journal of Intelligent Systems, vol. 37, no. 8, pp. 4772–4793, 2022.

7.      F.-Y. Wang, “Metavehicles in the metaverse: Moving to a new phase for intelligent vehicles and smart mobility,” IEEE Transactions on Intelligent Vehicles, vol. 7, no. 1, pp. 1–5, 2022.

8.      D. Cao, X. Wang, L. Li, C. Lv, X. Na, Y. Xing, X. Li, Y. Li, Y. Chen, and F.-Y. Wang, “Future directions of intelligent vehicles: Potentials, possibilities, and perspectives,” IEEE Transactions on Intelligent Vehicles, vol. 7, no. 1, pp. 7–10, 2022.

9.      Y. Chen, H. Chen, P. Ye, Y. Lv, and F.-Y. Wang, “Acting as a decision maker: Traffic-condition-aware ensemble learning for traffic flow prediction,” IEEE Transactions on Intelligent Transportation Systems, 2020.

10.    B. Chen, X. Wang, W. Zhang, T. Chen, C. Sun, Z. Wang, and F.-Y. Wang, “Public opinion dynamics in cyberspace on russia-ukraine war: A case analysis with chinese weibo,” IEEE Transactions on Computational Social Systems, 2022.

11.     F.-Y. Wang, W. Ding, R. Qin, and B. Hu, “Parallel philosophy for metaorganizations with metaoperations: From leibnizx2019;s monad to hanoidao,” IEEE Transactions on Computational Social Systems, vol. 9, no. 3, pp. 658–666, 2022.

12.    Z. Lv, L. Qiao, Y. Li, Y. Yuan, and F.-Y. Wang, “Blocknet: Beyond reliable spatial digital twins to parallel metaverse,” Patterns, vol. 3, no. 5, p. 100468, 2022.

13.    M. Zhou, H. Dong, S. Ge, X. Wang, and F.-Y. Wang, “Robot-guided crowd evacuation in a railway hub station in case of emergencies,” Journal of Intelligent & Robotic Systems, vol. 104, no. 4, pp. 1–14, 2022.

14.    X. Yan, Y. Mao, Y. Ye, H. Yu, and F.-Y. Wang, “Explanation guided cross-modal social image clustering,” Information Sciences, vol. 593, pp. 1–16, 2022.

15.    Y. Lu, C. Guo, X. Dai, and F.-Y. Wang, “Data-efficient image captioning of fine art paintings via virtual-real semantic alignment training,” Neurocomputing, vol. 490, pp. 163–180, 2022.

16.    X. Xue, X.-N. Yu, D.-Y. Zhou, X. Wang, Z.-B. Zhou, and F.-Y. Wang, “Computational experiments: Past, present and future,” arXiv preprint arXiv:2202.13690, 2022.

17.    J. Gao, Z. Huang, Y. Lei, J. Z. Wang, F.-Y. Wang, and J. Zhang, “S² FPR: Crowd counting via self-supervised coarse to fine feature pyramid ranking,” arXiv preprint arXiv:2201.04819, 2022.

18.    L. Yan, W. Zheng, C. Gou, and F.-Y. Wang, “Ipgan: Identity-preservation generative adversarial network for unsupervised photo-to-caricature translation,” Knowledge-Based Systems, vol. 241, p. 108223, 2022.

19.    Y. Liu, T. Bai, Y. Tian, Y. Wang, J. Wang, X. Wang, and F.-Y. Wang, “Segdq: Segmentation assisted multi-object tracking with dynamic query-based transformers,” Neurocomputing, vol. 481, pp. 91–101, 2022.

20.    Q. Wei, L. Wang, J. Lu, and F.-Y. Wang, “Discrete-time self-learning parallel control,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 1, pp. 192–204, 2022.

21.    X. Li, H. Duan, J. Li, Y. Deng, and F.-Y. Wang, “Biological eagle eye-based method for change detection in water scenes,” Pattern Recognition, vol. 122, p. 108203, 2022.

22.    W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, “Meta-learning meets the internet of things: Graph prototypical models for sensor-based human activity recognition,” Information Fusion, vol. 80, pp. 1–22, 2022.

23.    F.-Y. Wang, R. Qin, X. Wang, and B. Hu, “Metasocieties in metaverse: Metaeconomics and metamanagement for metaenterprises and metacities,” IEEE Transactions on Computational Social Systems, vol. 9, no. 1, pp. 2–7, 2022.

24.    X. Li, X. Wang, X. Zheng, Y. Dai, Z. Yu, J. J. Zhang, G. Bu, and F.-Y. Wang, “Supervised assisted deep reinforcement learning for emergency voltage control of power systems,” Neurocomputing, vol. 475, pp. 69–79, 2022.

25.    X. Li, X. Wang, X. Zheng, J. Jin, Y. Huang, J. J. Zhang, and F.-Y. Wang, “Sadrl: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning,” Neurocomputing, vol. 467, pp. 300–309, 2022.

26.    J. Lu, Q. Wei, Z. Wang, T. Zhou, and F.-Y. Wang, “Event-triggered optimal control for discrete-time multi-player non-zero-sum games using parallel control,” Information Sciences, vol. 584, pp. 519–535, 2022.

27.    H. Zhu, H. Shan, Y. Zhang, L. Che, X. Xu, J. Zhang, J. Shi, and F.-Y. Wang, “Convolutional Ordinal Regression Forest for Image Ordinal Estimation,” IEEE Transactions on Neural Networks and Learning Systems, pp. 1–12, 2021.

28.    M. Zhou, H. Dong, X. Liu, H. Zhang, and F.-Y. Wang, “Integrated Timetable Rescheduling for Multidispatching Sections of High-Speed Railways During Large-Scale Disruptions,” IEEE Transactions on Computational Social Systems, 2021.

29.    Y. Xia, W. Zheng, Y. Wang, H. Yu, J. Dong, and F.-Y. Wang, “Local and global perception generative adversarial network for facial expression synthesis,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 3, pp. 1443–1452, 2021.

30.    X. Zheng, X. Wang, Z. Li, R. Jing, S. Xu, T. Wang, L. Li, Z. Zhang, Q. Zhang,

                            i.                H. Jiang, Z. Guo, X. Zhang, and F.-Y. Wang, “Donald j. trump’s presidency in cyberspace: A case study of social perception and social influence in digital oligarchy era,” IEEE Transactions on Computational Social Systems, vol. 8, no. 2, pp. 279–293, 2021.

31.    F.-Y. Wang, “Personality modeling and dynamical programing for digital people: Fuzzy logic and linguistic interface in cpss,” International Journal of Intelligent Control and Systems, vol. 1, no. 4, pp. 1–6, 2021.

32.    H. Lu, Y. Zhu, Y. Yuan, W. Gong, J. Li,  K.  Shi,  Y.  Lv,  Z.  Niu,  and  F.-Y.  Wang, “Social signal-driven knowledge automation: A focus on social transportation,” IEEE Transactions on Computational Social Systems, vol. 8, no. 3, pp. 737–753, 2021.

33.    W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, “KM4: Visual reasoning via Knowledge Embedding Memory Model with Mutual Modulation,” Information Fusion, vol. 67, pp. 14–28, 2021.

34.    W. Zheng, K. Wang, and F.-Y. Wang, “GAN-Based Key Secret-Sharing Scheme in Blockchain,” IEEE Transactions on Cybernetics, vol. 51, no. 1, pp. 393–404, 2021.

35.    W. Zheng, L. Yan, C. Gou,  and  F.-Y.  Wang, “Fighting  fire  with fire:  A spatial–frequency ensemble relation network with generative adversarial learning for adversarial image classification,” International Journal of Intelligent Systems, vol. 36, no. 5, pp. 2081–2121, 2021.

36.    K. Tan, L. Yang, X. Liu, Y. Xu, J. Lin, X. Wang, and F.-Y. Wang, “An ivc-based nuclear emergency parallel evacuation system,” IEEE Transactions on Computational Social Systems, vol. 8, no. 4, pp. 844–855, 2021.

37.    L. Chen, S. Lin, X. Lu, D. Cao, H. Wu, C. Guo, C. Liu, and F.-Y. Wang, “Deep neural network based vehicle and pedestrian detection for autonomous driving: a survey,” IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 6, pp. 3234–3246, 2021.

38.    G. Xiong, H. Wu, P. Helo, X. Shang, G. Xiong, R. Qin, and F.-Y. Wang, “A Kind of Change Management Method for Global Value Chain Optimization and Its Case Study,” IEEE Transactions on Computational Social Systems, 2021.

39.    L. Yan, W. Zheng, F.-Y. Wang, and C. Gou, “Joint image-to-image translation with denoising using enhanced generative adversarial networks,” Signal Processing: Image Communication, vol. 91, p. 116072, 2021.

40.   Z. Shi, D. Wu, C. Guo, C. Zhao, Y. Cui, and F.-Y. Wang, “FCM-RDpA: TSK fuzzy regression model construction using fuzzy C-means clustering, regularization, Droprule, and Powerball Adabelief,” Information Sciences, vol. 574, pp. 490–504, 2021.

41.   F.-Y. Wang, I. J. Rudas, D. Wu, X. Wang, Y. Yuan, J. J. Zhang, Y. Li, G. Bennett, and N. Bassiri-Gharb, “Artificial Identification, Blockchain, Cyberphysical Social Systems, Digital Twins, and Parallel Intelligence: Opportunities and Synergies Between the IEEE Council on Radio-Frequency Identification and Systems, Man, and Cybernetics Society [Essay],” IEEE Systems, Man, and Cybernetics Magazine, vol. 7, no. 2, pp. 61–C4, 2021.

42.   W. Zhang, T. Zhou, Q. Lu, X. Wang, C. Zhu, H. Sun, Z. Wang, S. K. Lo, and F.-Y. Wang, “Dynamic Fusion-based Federated Learning for COVID-19 Detection,” IEEE Internet of Things Journal, vol. 8, no. 21, pp. 15 884–15 891, 2021.

43.   C. Zhao, L. Li, X. Pei, Z. Li, F.-Y. Wang, and X. Wu, “A comparative study of state-of-the-art driving strategies for autonomous vehicles,” Accident Analysis and Prevention, vol. 150, p. 105937, 2021.

44.   M. Zhao, G. Xiong, M. Zhou, Z. Shen, and  F.-Y.  Wang,  “3D-RVP:  A  method  for  3D object reconstruction from a single depth view using voxel and point,” Neurocomputing, vol. 430, pp. 94–103, 2021.

45.   F.-Y. Wang, J. Zhu, R. Qin, X. Wang, and B. Hu, “Federated control: Toward information security and rights protection,” IEEE Transactions on Computational Social Systems, vol. 8, no. 4, pp. 793–798, 2021.

46.   F.-Y. Wang, R. Qin, J. Li, X. Wang, H. Qi, X. Jia, and B. Hu, “Federated management: Toward federated services and federated security in federated ecology,” IEEE Transactions on Computational Social Systems, vol. 8, no. 6, pp. 1283–1290, 2021.

47.   F.-Y. Wang, W. Zhang, Y. Tian, R. Qin, X. Wang, and B. Hu, “Federated data: Toward new generation of credible and trustable artificial intelligence,” IEEE Transactions on Computational Social Systems, vol. 8, no. 3, pp. 538–545, 2021.

48.   F.-Y. Wang, N. Zheng, L. Li, J. Xin, X. Wang, L. Xu, B. Tian, G. Wu, Z. Zhang,

                            i.                C. Wang, and L. Chen, “China’s 12-year quest of autonomous vehicular intelligence: The intelligent vehicles future challenge program,” IEEE Intelligent Transportation Systems Magazine, vol. 13, no. 2, pp. 6–19, 2021.

49.   F.-Y. Wang, R. Qin, Y. Chen, Y. Tian, X. Wang, and B. Hu, “Federated ecology: Steps toward confederated intelligence,” IEEE Transactions on Computational Social Systems, vol. 8, no. 2, pp. 271–278, 2021.

50.   Y. Xie, M. Wang, X. Liu, Z. Wang, B. Mao,  F.-Y.  Wang,  and  X.  Wang, “Spatiotemporal retrieval of dynamic video object trajectories in geographical scenes,” Transactions in GIS, vol. 25, no. 1, pp. 450–467, 2021.

51.   W. Zhang, K. Wang, Y. Wang, L. Yan, and F.-Y. Wang, “A loss-balanced multi-task model for simultaneous detection and segmentation,” Neurocomputing, vol. 428, pp. 65–78, 2021.

52.   H. Zhang, G. Luo, Y. Tian, K. Wang, H. He, and F.-Y. Wang, “A Virtual-Real Interaction Approach to Object Instance Segmentation in Traffic Scenes,” IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 2, pp. 863–875, 2021.

53.   J. Wang, S. Zhang, Q. Liu, S. Du, Y.-C. Guo, N. Zheng, and F.-Y. Wang, “Conditional Uncorrelation and Efficient Subset Selection in Sparse Regression,” IEEE Transactions on Cybernetics, pp. 1–10, 2021.

54.   W. Zheng, L. Yan, C. Gou, Z.-C. Zhang, J. J. Zhang, M. Hu, and F.-Y. Wang, “Learning to learn by yourself: Unsupervised meta-learning with self-knowledge distillation for covid-19 diagnosis from pneumonia cases,” International Journal of Intelligent Systems, vol. 36, no. 8, pp. 4033–4064, 2021.

55.   K. Liu, Z. Ye, H. Guo, D. Cao, L. Chen, and F.-Y. Wang, “FISS GAN: A Generative Adversarial Network for Foggy Image Semantic Segmentation,” IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 8, pp. 1428–1439, 2021.

56.   T. Shen, K. Hao, C. Gou, and F.-Y. Wang, “Mass Image Synthesis in Mammogram with Contextual Information Based on GANs,” Computer Methods and Programs in Biomedicine, vol. 202, p. 106019, 2021.

57.   S. Fan, F. Zhu, S. Chen, H. Zhang, B. Tian, Y. Lv, and F.-Y. Wang, “FII-CenterNet: An anchor-free detector with foreground attention for traffic object detection,” IEEE Transactions on Vehicular Technology, vol. 70, no. 1, pp. 121–132, 2021.

58.   P. Ye, Y. Chen, F. Zhu, Y. Lv, W. Lu, and F.-Y. Wang, “Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics,” IEEE Transactions on Cybernetics, pp. 1–10, 2021.

59.   M. M. Hassan, G. Fortino, L. T. Yang, H. Jiang, K.-K. R. Choo, J. J. Zhang, and F.-Y.

                            i.                Wang, “Guest editorial for special issue on blockchain for internet-of-things and

                          ii.                cyber-physical systems,” IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 12, pp. 1867–1867, 2021.

60.   J. Jin, D. Rong, Y. Pang, F. Zhu, H. Guo, X. Ma, and F.-Y. Wang, “PRECOM: A Parallel Recommendation Engine for Control, Operations, and Management on Congested Urban Traffic Networks,” IEEE Transactions on Intelligent Transportation Systems, 2021.

61.   C. Liu, H. Mo, and F.-Y. Wang, “Analysis and Control of Blood Glucose Situation for Diabetic Patients Based on Interval Type-2 Fuzzy Sets,” International Journal of Fuzzy Systems, vol. 23, no. 4, pp. 1179–1193, 2021.

62.   L. Ouyang, Y. Yuan, Y. Cao, and F.-Y. Wang, “A novel framework of collaborative early warning for COVID-19 based on blockchain and smart contracts,” Information Sciences, vol. 570, pp. 124–143, 2021.

63.   F.-Y. Wang, R. Qin, Y. Yuan, and B. Hu, “Nonfungible tokens: Constructing value systems in parallel societies,” IEEE Transactions on Computational Social Systems, vol. 8, no. 5, pp. 1062–1067, 2021.

64.   J. J. Zhang, F.-Y. Wang, Y. Yuan, G. Xu, H. Liu, W. Gao, S. Jameel, I. Razzak,

                            i.                P. Eklund, S. Ahmed et al., “Guest editorial computational social systems for covid-19 emergency management and beyond,” IEEE Transactions on Computational Social Systems, vol. 8, no. 4, pp. 928–929, 2021.

65.   Y. Liu, X. Li, T. Bai, K. Wang, and F.-Y. Wang, “Multi-object tracking with hard-soft attention network and group-based cost minimization,” Neurocomputing, vol. 447, pp. 80–91, 2021.

66.   J. Jin, H. Guo, J. Xu, X. Wang, and F.-Y. Wang, “An End-to-End Recommendation System for Urban Traffic Controls and Management under a Parallel Learning Framework,” IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 3, pp. 1616–1626, 2021.

67.   X. Li, P. Ye, J. Jin, F. Zhu, and F.-Y. Wang, “Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework,” IEEE Transactions on Intelligent Transportation Systems, 2021.

68.   J. Lu, Q. Wei, Y. Liu, T. Zhou, and F.-Y. Wang, “Event-Triggered Optimal Parallel Tracking Control for Discrete-Time Nonlinear Systems,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021.

69.   J. Wang, P. Chen, N. Zheng, B. Chen, J. C. Principe, and F.-Y. Wang, “Associations between MSE and SSIM as cost functions in linear decomposition with application to bit allocation for sparse coding,” Neurocomputing, vol. 422, pp. 139–149, 2021.

70.   F.-Y. Wang, Y. Li, W. Zhang, G. Bennett, and N. Chen, “Digital twin and parallel intelligence based on location and transportation: A vision for new synergy between the IEEE CRFID and ITSS in Cyberphysical Social Systems,” IEEE Intelligent Transportation Systems Magazine, vol. 13, no. 1, pp. 249–252, 2021.

71.   X. Wang, X. Zheng, W. Chen, and F.-Y. Wang, “Visual Human-Computer Interactions for Intelligent Vehicles and Intelligent Transportation Systems: The State of the Art and Future Directions,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no. 1, pp. 253–265, 2021.

72.   Y. Wang, W. Zhang, T. Shen, H. Yu, and F.-Y. Wang, “Binary thresholding defense against adversarial attacks,” Neurocomputing, vol. 445, pp. 61–71, 2021.

73.   S. Wang, Z. Chen, W. Zhu, and F.-Y. Wang, “Deep random walk of unitary invariance for large-scale data representation,” Information Sciences, vol. 554, pp. 1–14, 2021.

74.   S. Wang, J. Housden, T. Bai, H. Liu, J. Back, D. Singh, K. Rhode, Z.-G. Hou, and

                            i.                F.-Y. Wang, “Robotic Intra-Operative Ultrasound: Virtual Environments and Parallel Systems,” IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 5, pp. 1095–1106, 2021.

75.   Y. Wang, F.-Y. Wang, G. Wang, X. Wang, Y. Wang, and R. Li, “Parallel hospitals: From hospital information system (his) to hospital smart operating system (hsos) (in chinese),” Acta Automatica Sinica, vol. 47, no. 11, pp. 2585–2599, 2021.

76.   J. Zhu, F.-Y. Wang, G. Wang, Y. Tian, Y. Yuan, X. Wang, H.  Qi,  and  X.  Jia, “Federated control: A distributed control approach towards information security and rights protection (in chinese),” Acta Automatica Sinica, vol. 47, no. 8, pp. 1912–1920, 2021.

77.   F.-Y. Wang, “Parallel medicine: from warmness of medicare to medicine of smartness (in chinese),” Chinese Journal of Intelligent Science and Technology, vol. 3, no. 1, pp. 1–9, 2021.

78.   J. Li, Y. Yuan, and F.-Y. Wang, “Blockchain-based digital currency: The state of the art and future trends (in chinese),” Acta Automatica Sinica, vol. 47, no. 4, pp. 715–729, 2021.

79.   Y. Tian, Y. Shen, Q. Li, and F.-Y. Wang, “Parallel point clouds: Point clouds generation and 3d model evolution via virtual-real interaction (in chinese),” Acta Automatica Sinica, vol. 46, no. 12, pp. 2572–2582, 2020.

80.   Y. Lu, C. Guo, Y. Lin, F. Zhuo, and F.-Y. Wang, “Computational aesthetics of fine art paintings: The state of the art and outlook (in chinese),” Acta Automatica Sinica,

                            i.                vol. 46, no. 11, pp. 2239–2259, 2020.

81.   Y. Shen, J. Han, L. Li, and F.-Y. Wang, “Ai in game intelligence—from multi-role game to parallel game (in chinese),” Chinese Journal of Intelligent Science and Technology, vol. 2, no. 3, pp. 205–213, 2020.

82.   F.-Y. Wang, D. Cao, and Q. Wei, “Reinforcement learning: toward action-knowledge merged intelligent mechanisms and algorithms (in chinese),” Chinese Journal of Intelligent Science and Technology, vol. 2, no. 2, pp. 101–106, 2020.

83.   Q. Li and F.-Y. Wang, “Conceptual analysis of mosaic warfare and systems of

                            i.                network-information systems for intelligent countermeasures and future land battles (in chinese),” Journal of Command and Control, vol. 6, no. 2, pp. 87–93, 2020.

84.   D. Wu, Z. Zeng, H. Mo, and F.-Y. Wang, “Interval type-2 fuzzy sets and systems: Overview and outlook (in chinese),” Acta Automatica Sinica, vol. 46, no. 8, pp. 1539–1556, 2020.

85.   Y. Li, J. Zhang, Y. Tao, W. Wang, Y. Gu, and F.-Y. Wang, “Parallel security: generative adversarial systems for intelligent security in cpss (in chinese),” Chinese Journal of Intelligent Science and Technology, vol. 2, no. 2, pp. 194–202, 2020.

86.   Z. Su, F. Liu, R. Yang, and F.-Y. Wang, “Architecture of marine environmental parallel monitoring system based on the lanhai information network (in chinese),” Acta Automatica Sinica, vol. 46, no. 8, pp. 1582–1591, 2020.

87.   J. Zhang, P. Xu, and F.-Y. Wang, “Parallel systems and digital twins: A data-driven mathematical representation and computational framework (in chinese),” Acta Automatica Sinica, vol. 46, no. 7, pp. 1346–1356, 2020.

88.   S. Liu, D. Shen, X. Shang, H. Zhao, X. Dong, and F.-Y. Wang, “A multi-level tree search algorithm for three dimensional container loading problem (in chinese),” Acta Automatica Sinica, vol. 46, no. 6, pp. 1178–1187, 2020.

89.   Y. Yuan and F.-Y. Wang, “Editable blockchain: Models, techniques and methods (in chinese),” Acta Automatica Sinica, vol. 46, no. 5, pp. 831–846, 2020.

90.   Y. Bai, Y. Huang, S. Chen, J. Zhang, B. Li, and F.-Y. Wang, “Cloud-edge intelligence: Status quo and future prospective of edge computing approaches and applications in power system operation and control (in chinese),” Acta Automatica Sinica, vol. 46,

                            i.                no. 3, pp. 397–410, 2020.

91.   H. Chen, H. Ai, X. Wang, Y. Lv, Y. Chen, and F.-Y. Wang, “Analysis and perception of social signals in social transportation (in chinese),” Acta Automatica Sinica, vol. 47, no. 6, pp. 1256–1272, 2020.

92.   J. Cao, S. Wang, B. Li, X. Wang, Z. Ding, and F.-Y. Wang, “Integrating Multisourced Texts in Online Business Intelligence Systems,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 5, pp. 1638–1648, 2020.

93.   W. Wang, X. Na, D. Cao, J. Gong, J. Xi, Y. Xing, and F.-Y. Wang, “Decision-making in driver-automation shared control: A review and perspectives,” IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 5, pp. 1289–1307, 2020.

94.   W. Zheng, K. Wang, and F.-Y. Wang, “A novel background subtraction algorithm based on parallel vision and Bayesian GANs,” Neurocomputing, vol. 394, pp. 178–200, 2020.

95.   W. Zheng, C. Gou, and F.-Y. Wang, “A novel approach inspired by optic nerve characteristics for few-shot occluded face recognition,” Neurocomputing, vol. 376, pp. 25–41, 2020.

96.   Y. Yuan, S. Wang, D. L. Olson, J. H. Lambert, F.-Y. Wang, C. Rong, A. Stavrou,

                            i.                J. Zhang, Q. Tang, F. Baldimtsi, L. T. Yang, and D. Wu, “Guest Editorial Special Issue on Blockchain and Economic Knowledge Automation,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 1, pp. 2–8, 2020.

97.   F. Zhu, Y. Lv, Y. Chen, X. Wang, G. Xiong, and F.-Y. Wang, “Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 10, pp. 4063–4071, 2020.

98.   C. Zu, C. Yang, J. Wang, W. Gao, D. Cao, and F.-Y. Wang, “Simulation and field testing of multiple vehicles collision avoidance algorithms,” IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 4, pp. 1045–1063, 2020.

99.   X.-J. Wang, M.-Z. Kang, X.-R. Fan, L.-L. Yang, B.-G. Zhang, S.-W. Huag,  P.  DE REFFYE, and F.-Y. Wang, “What are the differences in yield formation among two cucumber (Cucumis sativus L.) cultivars and their F1 hybrid?” Journal of Integrative Agriculture, vol. 19, no. 7, pp. 1789–1801, 2020.

100.  Y. Wang, K. Wang, Z. Zhu, and F.-Y. Wang, “Adversarial attacks on Faster R-CNN object detector,” Neurocomputing, vol. 382, pp. 87–95, 2020.

101.  R. Qin, Y. Yuan, and F.-Y. Wang, “Blockchain-Based Knowledge Automation for CPSS-Oriented Parallel Management,” IEEE Transactions on Computational Social Systems, vol. 7, no. 5, pp. 1180–1188, 2020.

102.  J. Cao, S. Wang, D. Wen, Z. Peng, P. S. Yu, and F.-Y. Wang, “Mutual clustering on comparative texts via heterogeneous information networks,” Knowledge and Information Systems, vol. 62, no. 1, pp. 175–202, 2020.

103.  Q. Wei, H. Li, and F.-Y. Wang, “Parallel control for continuous-time linear systems: A case study,” IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 4, pp. 919–928, 2020.

104.  P. Ye, B. Tian, Y. Lv, Q. Li, and F.-Y. Wang, “On Iterative Proportional Updating: Limitations and Improvements for General Population Synthesis,” IEEE Transactions on Cybernetics, vol. 22, no. 10, pp. 1–10, 2020.

105.  L. Li, N. Zheng, and F.-Y. Wang, “A Theoretical Foundation of Intelligence Testing and Its Application for Intelligent Vehicles,” IEEE Transactions on Intelligent Transportation Systems, vol. 51, no. 12, pp. 1–10, 2020.

106.  C. Sun, J. M. U. Vianney, Y. Li, L. Chen, L. Li, F.-Y. Wang, A. Khajepour, and

                          i.                D. Cao, “Proximity based automatic data annotation for autonomous driving,”

                          ii.                IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 2, pp. 395–404, 2020.

107.  Y. Tang, J. Liang, R. Hare, and F.-Y. Wang, “A Personalized Learning System for Parallel Intelligent Education,” IEEE Transactions on Computational Social Systems, vol. 7, no. 2, pp. 352–361, 2020.

108.  J. Tan, C. Xu, L. Li, F.-Y. Wang, D. Cao, and L. Li, “Guidance control for parallel parking tasks,” IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 1, pp. 301–306, 2020.

109.  P. Ye, F. Zhu, S. Sabri, and F.-Y. Wang, “Consistent Population Synthesis with Multi-Social Relationships Based on Tensor Decomposition,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 5, pp. 2180–2189, 2020.

110.  F.-Y. Wang, G. Bennett, B.-G. Nazanin, Y. Li, J. J. Zhang, G. Durgin, S. Mirabbasi,

                            i.                P. Y. Lau, C. Valenta, F. Amato, T. S. Rangarajan, and M. S. Alhassoun, “IEEE Council on Radio-Frequency Identification: History, Present, and Future Vision,” IEEE Journal of Radio Frequency Identification, vol. 4, no. 3, pp. 170–175, 2020.

111.  L. Ouyang, Y. Yuan, and F.-Y. Wang, “Learning Markets: An AI Collaboration Framework Based on Blockchain and Smart Contracts,” IEEE Internet of Things Journal, pp. 1–14, 2020.

112.  F.-Y. Wang, A. Eskandarian, L. Vlacic, and P. Ioannou, “The 2014–2017 George N. Saridis Best Transactions Paper Award,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 12, pp. 4920–4921, 2020.

113.  P. Ye, X. Wang, G. Xiong, S. Chen, and F.-Y. Wang, “TiDEC: A Two-Layered Integrated Decision Cycle for Population Evolution,” IEEE Transactions on Cybernetics, vol. 51, no. 12, pp. 1–10, 2020.

114.  Y. Chen, H. Chen, P. Ye, Y. Lv, and F.-Y. Wang, “Acting as a Decision Maker: Traffic-Condition- Aware Ensemble Learning for Traffic Flow Prediction,” IEEE Transactions on Intelligent Transportation Systems, 2020.

115.  R. Qin, R. Qin, R. Qin, Y. Yuan, Y. Yuan, Y. Yuan, and F.-Y. Wang, “Optimal Block Withholding Strategies for Blockchain Mining Pools,” IEEE Transactions on Computational Social Systems, vol. 7, no. 3, pp. 709–717, 2020.

116.  J. Lou, H. Yu, and F.-Y. Wang, “A Review on Automated Facial Nerve Function Assessment from Visual Face Capture,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 2, pp. 488–497, 2020.

117.  X. Wu, J. Zhang, and F.-Y. Wang, “Stability-Based Generalization Analysis of Distributed Learning Algorithms for Big Data,” IEEE Transactions on Neural Networks and Learning Systems, vol. 31, no. 3, pp. 801–812, 2020.

118.  J. Lu, Q. Wei, and F.-Y. Wang, “Parallel control for optimal tracking via adaptive dynamic programming,” IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 6, pp. 1662–1674, 2020.

119.  J. Lou, Y. Wang, C. Nduka, M. Hamedi, I. Mavridou, F.-Y.  Wang, and H.  Yu, “Realistic Facial Expression Reconstruction for VR HMD Users,” IEEE Transactions on Multimedia, vol. 22, no. 3, pp. 730–743, 2020.

120.  Y. Chen, Y. Lv, and F.-Y. Wang, “Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 4, pp. 1624–1630, 2020.

121.  L. Chen, Q. Wang, X. Lu, D. Cao, and F.-Y. Wang, “Learning Driving Models from Parallel End-to-End Driving Data Set,” Proceedings of the IEEE, vol. 108, no. 2, pp. 262–273, 2020.

122.  H. Dong, M. Zhou, Q. Wang, X. Yang, and F.-Y. Wang, “State-of-the-Art Pedestrian and Evacuation Dynamics,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 5, pp. 1849–1866, 2020.

123.  L. Chen, L. Fan, J. Chen, D. Cao, and F.-Y. Wang, “A Full Density Stereo Matching System Based on the Combination of CNNs and Slanted-Planes,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 2, pp. 397–408, 2020.

124.  Y. Gao, Y. Ai, B. Tian, L. Chen, J. Wang, D. Cao, and F.-Y. Wang, “Parallel End-to-End Autonomous Mining: An IoT-Oriented Approach,” IEEE Internet of Things Journal, vol. 7, no. 2, pp. 1011–1023, 2020.

125.  J. Li, Y. Yuan, and F.-Y. Wang, “Analyzing Bitcoin transaction fees using a queueing game model,” Electronic Commerce Research, vol. 22, pp. 135–155, 2020.

126.  X. Li, Y. Liu, K. Wang, and F.-Y. Wang, “A recurrent attention and interaction model for pedestrian trajectory prediction,” IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 5, pp. 1361–1370, 2020.

127.  T. Shen, C. Gou, J. Wang, and F.-Y. Wang, “Simultaneous Segmentation and Classification of Mass Region from Mammograms Using a Mixed-Supervision Guided Deep Model,” IEEE Signal Processing Letters, vol. 27, pp. 196–200, 2020.

128.  W. Zhang, K. Wang, Y. Liu, Y. Lu, and F.-Y. Wang, “A parallel vision approach to scene-specific pedestrian detection,” Neurocomputing, vol. 394, pp. 114–126, 2020.

129.  H. Zhang, D. Kang, H. He, and F.-Y. Wang, “APLNet: Attention-enhanced progressive learning network,” Neurocomputing, vol. 371, pp. 166–176, 2020.

130.  H. Zhang, Y. Tian, K. Wang, W. Zhang, and F.-Y. Wang, “Mask SSD: An Effective Single-Stage Approach to Object Instance Segmentation,” IEEE Transactions on Image Processing, vol. 29, no. 1, pp. 2078–2093, 2020.

131.  T. Shen, J. Wang, C. Gou, and F.-Y. Wang, “Hierarchical Fused Model with Deep Learning and Type-2 Fuzzy Learning for Breast Cancer Diagnosis,” IEEE Transactions on Fuzzy Systems, vol. 28, no. 12, pp. 3204–3218, 2020.

132.  L. Yang, L. Yang, X. Wang, X. Wang, J. J. Zhang, J. J. Zhang, M. Zhou, and F.-Y. Wang, “Pedestrian Choice Modeling and Simulation of Staged Evacuation Strategies in Daya Bay Nuclear Power Plant,” IEEE Transactions on Computational Social Systems, vol. 7, no. 3, pp. 686–695, 2020.

133.  Z. Shen, Y. Xie, X. Shang, G. Xiong, S. Chen, Y. Yao, Z. Pan, H. Pan, X. Dong, Y. Li,

                            i.                C. Guo, and F.-Y. Wang, “The manufacturing procedure of 3D printed models for endoscopic endonasal transsphenoidal pituitary surgery,” Technology and Health Care, vol. 28, no. S1, pp. S131–S150, 2020.

134.  T. Liu, B. Tian, Y. Ai, and F.-Y. Wang, “Parallel reinforcement learning-based energy efficiency improvement for a cyber-physical system,” IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 2, pp. 617–626, 2020.

135.  L. Li, Q. Zhang, X. Wang, J. Zhang, T. Wang, T.-L. Gao, W. Duan, K.-F. Tsoi, and F.-Y. Wang, “Characterizing the Propagation of Situational Information in Social Media during COVID-19 Epidemic: A Case Study on Weibo,” IEEE Transactions on Computational Social Systems, vol. 7, no. 2, pp. 556–562, 2020.

136.  Z. Min, G. Shichao, L. Jiali, D. Hairong, and F.-Y. Wang, “Field observation and analysis of waiting passengers at subway platform–a case study of beijing subway stations,” Physica A: Statistical Mechanics and its Applications, vol. 556, p. 124779, 2020.

137.  Z.-D. Li, Q. Zhao, R. Zhang, L.-Z. Liu, X.-F. Yin, X. Zhang, and F.-Y. Wang, “Measurement-device-independent entanglement witness of tripartite entangled states and its applications,” Physical Review Letters, Apr, vol. 124, no. 16, pp:160503, 2020.

138.  T. Liu, Y. Xing, X. Tang, H. Wang, H. Yu, and F.-Y. Wang, “Cyber-physical-social system for parallel driving: From concept to application,” IEEE Intelligent Transportation Systems Magazine, vol. 13, no. 1, pp. 59–69, 2020.

139.  M. Zhang, L. Chen, F.-Y. Wang, X. Wang, Y. Guo, and T. Yang, “Parallel gastrointestine: An acp-based approach for intelligent operations (in chinese),” Pattern ecognition and Artificial Intelligence, vol. 32, no. 12, pp. 1061–1071, 2019.

140.  X. Wang, J. Hua, M. Kang, H. Wang, Y. Yuan, and F.-Y. Wang, “Transparent farm based on blockchain technology (in chinese),” Chinese Journal of Intelligent Science and Technology, vol. 1, no. 4, pp. 400–408, 2019.

141.  C. Guo, Y. Lu, Y. Lin, F. Zhuo, and F.-Y. Wang, “Parallel art: artistic creation under human-machine collaboration (in chinese),” Chinese Journal of Intelligent Science and Technology, vol. 1, no. 4, pp. 335–341, 2019.

142.  W. Ding, S. Wang, J. Li, Y. Yuan, L. Ouyang, and F.-Y. Wang, “Decentralized autonomous organizations: the state of the art, analysis framework and future trends (in chinese),” Chinese Journal of Intelligent Science and Technology, vol. 1, no. 2, pp. 202–213, 2019.

143.  M. Kang, X. Wang, J. Hua, H. Wang, and F.-Y. Wang, “Parallel agriculture: intelligent technology toward smart agriculture (in chinese),” Chinese Journal of Intelligent Science and Technology, vol. 1, no. 2, pp. 107–117, 2019.

144.  M. Zhou, H. Dong, H. Xu, Y. Li, and F.-Y. Wang, “Parallel emergency evacuation systems: Basic concept, framework and applications (in chinese),” Acta Automatica Sinica, vol. 45, no. 6, pp. 1074–1086, 2019.

145.  S. Zeng, Y. Yuan, X. Ni, and F.-Y. Wang, “Scaling blockchain towards bitcoin: Key technologies, constraints and related issues (in chinese),” Acta  Automatica  Sinica, vol. 45, no. 6, pp. 1015–1030, 2019.

146.  Y. Wang, S. Han, C. Hu, R. Song, T. Yao, D. Cao, and F.-Y. Wang, “Mobile phone signaling data analysis system based on acp approach (in chinese),” Acta Automatica Sinica, vol. 45, no. 5, pp. 866–876, 2019.

147.  C. Zhang, Y. Liu, L. Li, N.-N. Zheng, and F.-Y. Wang, “Joint difficulty estimation and testees ranking for intelligence evaluation,” IEEE Transactions on Computational Social Systems, vol. 6, no. 2, p. 221–226, 2019.

148.  M. Zhou, H. Dong, P. A. Ioannou, Y. Zhao, and F.-Y. Wang, “Guided crowd evacuation: Approaches and challenges,” IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 5, pp. 1081–1094, 2019.

149.  M. Zhou, H. Dong, F.-Y. Wang, Y. Zhao, S. Gao, and B. Ning, “Field observations and modeling of waiting pedestrian at subway platform,” Information Sciences, vol. 504, pp. 136–160, 2019.

150.  M. Zhou, H. Dong, Y. Zhao, P. A. Ioannou, and F.-Y. Wang, “Optimization of Crowd Evacuation with Leaders in Urban Rail Transit Stations,” IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 12, pp. 4476–4487, 2019.

151.  A. Almalaq, J. Hao, J. J. Zhang, and F.-Y. Wang, “Parallel building: A complex system approach for smart building energy management,” IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 6, pp. 1452–1461, 2019.

152.  L. Chen, X. Hu, W. Tian, H. Wang, D. Cao, and F.-Y. Wang, “Parallel planning: A new motion planning framework for autonomous driving,” IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 1, pp. 236–246, 2019.

153.  C. Gou, H. Zhang, K. Wang, Q. Ji,  and  F.-Y.  Wang,  “Cascade  learning  from adversarial synthetic images for accurate eye detection,” Pattern Recognition, vol. 88, p. 584–594, 2019-04.

154.  Y. Chen, Y. Lv, X. Wang, L. Li, and F.-Y. Wang, “Detecting traffic information from social media texts with deep learning approaches,” IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 8, pp. 3049–3058, 2019.

155.  X. Dai, R. Fu, E. Zhao, Z. Zhang, Y. Lin, F.-Y. Wang, and L. Li, “DeepTrend 2.0: A light-weighted multi-scale traffic prediction model using detrending,” Transportation Research Part C: Emerging Technologies, vol. 103, pp. 142–157, 2019.

156.  C. Luo, Z. Shen, S. Evangelou, G. Xiong, and F.-Y. Wang, “The combination of two control strategies for series hybrid electric vehicles,” IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 2, pp. 596–608, 2019.

157.  S. Han, X. Wang, J. J. Zhang, D. Cao, and F.-Y. Wang, “Parallel Vehicular Networks: A CPSS-Based Approach via Multimodal Big Data in IoV,” IEEE Internet of Things Journal, vol. 6, no. 1, pp. 1079–1089, 2019.

158.  X. Han, Y. Yuan, and F.-Y. Wang, “A Fair Blockchain Based on Proof of Credit,”

                            i.                IEEE Transactions on Computational Social Systems, vol. 6, no. 5, pp. 922–931, 2019.

159.  J. Li, Y. Yuan, and F.-Y. Wang, “A novel GSP auction mechanism for ranking Bitcoin transactions in blockchain mining,” Decision Support Systems, vol. 124, p. 113094, 2019.

160.  X. Li, K. Wang, Y. Tian, L. Yan, F. Deng, and F.-Y. Wang, “The ParallelEye dataset: A large collection of virtual images for traffic vision research,” IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 6, pp. 2072–2084, 2019.

161.  Y. Weng, X. Wang, J. Hua, H. Wang, M. Kang, and F.-Y. Wang, “Forecasting Horticultural Products Price Using ARIMA Model and Neural Network Based on a Large-Scale Data Set Collected by Web Crawler,” IEEE Transactions on Computational Social Systems, vol. 6, no. 3, pp. 547–553, 2019.

162.  Y. Xia, H. Yu, and F.-Y. Wang, “Accurate and robust eye center localization via fully convolutional networks,” IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 5, pp. 1127–1138, 2019.

163.  Y. Lin, X. Dai, L. Li, and F.-Y. Wang, “Pattern Sensitive Prediction of Traffic Flow Based on Generative Adversarial Framework,” IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 6, pp. 2395–2400, 2019.

164.  L. Li, N.-N. Zheng, and F.-Y. Wang, “On the Crossroad of Artificial Intelligence: A Revisit to Alan Turing and Norbert Wiener,” IEEE Transactions on Cybernetics, vol. 49, no. 10, pp. 3618–3626, 2019.

165.  Q. Li, D. W. Gao, H. Zhang, Z. Wu, and F.-Y. Wang, “Consensus-Based Distributed Economic Dispatch Control Method in Power Systems,” IEEE Transactions on Smart Grid, vol. 10, no. 1, pp. 941–954, 2019.

166.  Y. Liu, K. Wang, X. Li, T. Bai, and F.-Y. Wang, “Progress and outlook of visual tracking: Bibliographic analysis and perspective,” IEEE Access, vol. 7, pp.

                            i.                184 581–184 598, 2019.

167.  X. Li, Y. Wang, L. Yan, K. Wang, F. Deng, and F.-Y. Wang, “ParallelEye-CS: A New Dataset of Synthetic Images for Testing the Visual Intelligence of Intelligent Vehicles,” IEEE Transactions on Vehicular Technology, vol. 68, no. 10, pp. 9619–9631, 2019.

168.  S. Han, D. Cao, L. Li, L. Li, S. Eben Li, N.-N. Zheng, and F.-Y. Wang, “From software-defined vehicles to self-driving vehicles: A report on CPSS-based parallel driving,” IEEE Intelligent Transportation Systems Magazine, vol. 11, no. 1, pp. 6–14, 2019.

169.  X. Shang, Z. Shen, G. Xiong, F.-Y. Wang, S. Liu, T. R. Nyberg, H. Wu, and C. Guo, “Moving from mass customization to social manufacturing: a footwear industry case study,” International Journal of Computer Integrated Manufacturing, vol. 32, no. 2, pp. 194–205, 2019.

170.  X. Shang, D. Shen, F.-Y. Wang, and T. R. Nyberg, “A heuristic algorithm for the fabric spreading and cutting problem in apparel factories,” IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 4, pp. 961–968, 2019.

171.  X.-B. Meng, M. Zhang, Z.-X. Zhang, R. Wang, Z. Geng, and F.-Y. Wang, “Efficient confidence-based hierarchical stereo disparity upsampling for noisy inputs,” IEEE Access, vol. 7, pp. 4067–4082, 2019.

172.  Q. Rui, Y. Yuan, and F.-Y. Wang, “A novel hybrid share reporting strategy for blockchain miners in PPLNS pools,” Decision Support Systems, vol. 118, pp. 91–101, 2019.

173.  T. Shen, C. Gou, F.-Y. Wang, Z. He, and W. Chen, “Learning from adversarial medical images for X-ray breast mass segmentation,” Computer Methods and Programs in Biomedicine, vol. 180, 2019.

174.  Z. Shen, Y. Yao, Y. Xie, C. Guo, X. Shang, X. Dong, Y. Li, Z. Pan, S. Chen, G. Xiong, F.-Y. Wang, and H. Pan, “The process of 3D printed skull models for anatomy education,” Computer Assisted Surgery, vol. 24, no. sup1, pp. 121–130, 2019.

175.  Z. Shen, X. Shang, M. Zhao, X. Dong, G. Xiong, and F.-Y. Wang, “A learning-based framework for error compensation in 3D printing,” IEEE Transactions on Cybernetics, vol. 49, no. 11, pp. 4042–4050, 2019.

176.  H. Mo, X. Zhao, and F.-Y. Wang, “Application of Interval Type-2 Fuzzy Sets in Unmanned Vehicle Visual Guidance,” International Journal of Fuzzy Systems, vol. 21, no. 6, pp. 1661–1668, 2019.

177.  H. Mo, L. Wei, X. Zhao, Y. Zeng, R. Li, and F.-Y. Wang, “Linguistic Dynamic Analysis and Evaluation Based on Partially Connected Type-2 Fuzzy Sets,” International Journal of Fuzzy Systems, vol. 21, no. 7, pp. 2147–2154, 2019.

178.  S. Wang, C. Huang, J. Li, Y. Yuan, and F.-Y. Wang, “Decentralized construction of knowledge graphs for deep recommender systems based on blockchain-powered smart contracts,” IEEE Access, vol. 7, pp. 136 951–136 961, 2019.

179.  S. Wang, L. Ouyang, Y. Yuan, X. Ni, X. Han, and F.-Y. Wang, “Blockchain-Enabled Smart Contracts: Architecture, Applications, and Future Trends,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 49, no. 11, pp. 2266–2277, 2019.

180.  F.-Y. Wang, “A Reflection of Future in History : Introduction to the Alfred North Whitehead Laureate Lecture,” IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 3, pp. 609–609, 2019.

181.  S. Wang, W. Ding, J. Li, Y. Yuan, L. Ouyang, and F.-Y. Wang, “Decentralized Autonomous Organizations: Concept, Model, and Applications,” IEEE Transactions on Computational Social Systems, vol. 6, no. 5, pp. 870–878, 2019.

182.  Y. Xing, C. Lv, H. Wang, H. Wang, Y. Ai, D. Cao, E. Velenis, and F.-Y. Wang, “Driver Lane Change Intention Inference for Intelligent Vehicles: Framework, Survey, and Challenges,” IEEE Transactions on Vehicular Technology, vol. 68, no. 5, pp. 4377–4390, 2019.

183.  Y. Xing, C. Lv, H. Wang, D. Cao, E. Velenis, and F.-Y. Wang, “Driver activity recognition for intelligent vehicles: A deep learning approach,” IEEE Transactions on Vehicular Technology, vol. 68, no. 6, pp. 5379–5390, 2019.

184.  G. Xiong, X. Shang, Z. Shen, Q. Wang, X. Liu, G. Xiong, T. R. Nyberg, and F.-Y. Wang, “A kind of lean approach for removing waste from non-manufacturing process with various facilities,” , IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 1, p. 307–315, 2019.

185.  H. Mo, K. Yan, X. Zhao, Y. Zeng, X. Wang, and F.-Y. Wang, “Type-2 Fuzzy Comprehension Evaluation for Tourist Attractive Competency,” IEEE Transactions on Computational Social Systems, vol. 6, no. 1, pp. 96–102, 2019.

186.  H. Guo, L. Song, J. Liu, F.-Y. Wang, D. Cao, H. Chen, C. Lv, and P.-K. Luk, “Hazard-evaluation-oriented moving horizon parallel steering control for

                            i.                driver-automation collaboration during automated driving,” IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 6, pp. 1062–1073, 2018.

187.  Y. Song, X. He, Z. Liu, W. He, C. Sun, and F.-Y. Wang, “Parallel control of distributed parameter systems,” IEEE Transactions on Cybernetics, vol. 48, no. 12, pp. 3291–3301, 2018.

188.  Y. Hu, X. Wang, and F.-Y. Wang, “A Quantitative Study of Factors Influence on Evacuation in Building Fire Emergencies,” IEEE Transactions on Computational Social Systems, vol. 5, no. 2, pp. 544–552, 2018.

189.  Z. Huang, X. Ling, P. Wang, F. Zhang, Y. Mao, T. Lin, and F.-Y. Wang, “Modeling real-time human mobility based on mobile phone and transportation data fusion,” Transportation Research Part C: Emerging Technologies, vol. 96, pp. 251–269, 2018.

190.  R. Qin, Y. Yuan, and F.-Y. Wang, “A Pareto optimal mechanism for demand-side platforms in real time bidding advertising markets,” Information Sciences, vol. 469, pp. 119–140, 2018.

191.  C. Lv, Y. Liu, X. Hu, H. Guo, D. Cao, and F.-Y. Wang, “Simultaneous observation of hybrid states for cyber-physical systems: A case study of electric vehicle powertrain,” IEEE Transactions on Cybernetics, vol. 48, no. 8, pp. 2357–2367, 2018.

192.  Y. Xing, C. Lv, L. Chen, H. Wang, H. Wang, D. Cao, E. Velenis, and F.-Y. Wang, “Advances in Vision-Based Lane Detection: Algorithms, Integration, Assessment, and Perspectives on ACP-Based Parallel Vision,” IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 3, pp. 645–661, 2018.

193.  G. Xiong, F.-Y. Wang, T. R. Nyberg, X. Shang, M. Zhou, Z. Shen, S. Li, and C. Guo, “From mind to products: Towards social manufacturing and service,” IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 1, pp. 47–57, 2018.

194.  J. J. Zhang, F.-Y. Wang, Q. Wang, D. Hao, X. Yang, D. W. Gao, X. Zhao, and

                          i.                Y. Zhang, “Parallel dispatch: A new paradigm of electrical power system dispatch,”

                          ii.                IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 1, pp. 311–319, 2018.

195.  H. Zhang, K. Wang, Y. Tian, C. Gou, and F.-Y. Wang, “MFR-CNN: Incorporating Multi-Scale Features and Global Information for Traffic Object Detection,” IEEE Transactions on Vehicular Technology, vol. 67, no. 9, pp. 8019–8030, 2018.

196.  J. J. Zhang, F.-Y. Wang, X. Wang, G. Xiong, F. Zhu, Y. Lv, J. Hou, S. Han, Y. Yuan,

                            i.                Q. Lu, and Y. Lee, “Cyber-physical-social systems: The state of the art and perspectives,” IEEE Transactions on Computational Social Systems, vol. 5, no. 3, pp. 829–840, 2018.

197.  Y. Xing, C. Lv, Z. Zhang, H. Wang, X. Na, D. Cao, E. Velenis, and F.-Y. Wang, “Identification and Analysis of Driver Postures for In-Vehicle Driving Activities and Secondary Tasks Recognition,” IEEE Transactions on Computational Social Systems, vol. 5, no. 1, pp. 95–108, 2018.

198.  M. Zhou, H. Dong, B. Ning, and F.-Y. Wang, “Recent Development in Pedestrian and Evacuation Dynamics: Bibliographic Analyses, Collaboration Patterns, and Future Directions,” IEEE Transactions on Computational Social Systems, vol. 5, no. 4, pp. 1034–1048, 2018.

199.  C. Lv, Y. Xing, J. Zhang, X. Na, Y. Li, T. Liu, D. Cao, and F.-Y. Wang,

                            i.                “Levenberg-marquardt backpropagation training of multilayer neural networks for state estimation of a safety-critical cyber-physical system,” IEEE Transactions on Industrial Informatics, vol. 14, no. 8, pp. 3436–3446, 2018.

200.  Y. Lv, Y. Chen, L. Li, and F.-Y. Wang, “Generative Adversarial Networks for Parallel Transportation Systems,” IEEE Intelligent Transportation Systems Magazine, vol. 10, no. 3, pp. 4–10, 2018.

201.  C. Marina Martinez, M. Heucke, F.-Y. Wang, B. Gao, and D. Cao, “Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey,” IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 3, pp. 666–676, 2018.

202.  Y. Meng, L. Li, F.-Y. Wang, K. Li, and Z. Li, “Analysis of Cooperative Driving Strategies for Nonsignalized Intersections,” IEEE Transactions on Vehicular Technology, vol. 67, no. 4, pp. 2900–2911, 2018.

203.  M. Kang, X.-R. Fan, J. Hua, H. Wang, X. Wang, and  F.-Y. Wang,  “Managing traditional solar greenhouse with CPSS: A just-for-fit philosophy,” IEEE Transactions on Cybernetics, vol. 48, no. 12, pp. 3371–3380, 2018.

204.  L. Li, X. Peng, F.-Y. Wang, D. Cao, and L. Li, “A situation-aware collision avoidance strategy for car-following,” IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 5, pp. 1012–1016, 2018.

205.  J. Li, X. Ni, Y. Yuan, and F.-Y. Wang, “A hierarchical framework for ad inventory allocation in programmatic advertising markets,” Electronic Commerce Research and Applications, vol. 31, pp. 40–51, 2018.

206.  F.-Y. Wang, Y. Gao, X. Shang, and J. Zhang, “Parallel manufacturing and industries 5.0: From virtual manufacturing to intelligent manufacturing (in chinese),” SCIENCE & TECHNOLOGY REVIEW, vol. 36, no. 21, pp. 10–22, 2018.

207.  L. Li, Y.-L. Lin, N.-N. Zheng, F.-Y. Wang, Y. Liu, D. Cao, K. Wang, and W.-L. Huang, “Artificial intelligence test: a case study of intelligent vehicles,” Artificial Intelligence Review, vol. 50, no. 3, pp. 441–465, 2018.

208.  J. Li, S. Wang, Y. Yuan, X. Ni, and F.-Y. Wang, “Dynamic optimization of employees work strategies in a WeChat-based evaluation system,” IEEE Transactions on Computational Social Systems, vol. 5, no. 3, pp. 687–697, 2018.

209.  Y. Li, J. Yang, X. Wang, S. Han, D. Cao, and F.-Y. Wang, “A CPSS-Based Network Resource Optimization Mechanism for Wireless Heterogeneous Networks,” IEEE Transactions on Computational Social Systems, vol. 5, no. 4, pp. 985–994, 2018.

210.  Y. Lin, X. Dai, L. Li, and F.-Y. Wang, “An efficient deep reinforcement learning model for urban traffic control,” p. 1–10, 2018, arXiv:1808.01876,.

211.  T. Liu, B. Tian, Y. Ai, L. Li, D. Cao, and F.-Y. Wang, “Parallel reinforcement learning: A framework and case study,” IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 4, pp. 827–835, 2018.

212.  L. Li, S. Wang, and F.-Y. Wang, “An analysis of taxi driver’s route choice behavior using the trace records,” IEEE Transactions on Computational Social Systems, vol. 5, no. 2, p. 576 – 582, 2018.

213.  R. Qin, Y. Yuan, and F.-Y. Wang, “Research on the selection strategies of blockchain mining pools,” IEEE Transactions on Computational Social Systems, vol. 5, no. 3, pp. 748–757, 2018.

214.  Y. Tian, X. Li, K. Wang, and F.-Y. Wang, “Training and testing object detectors with virtual images,” IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 2, pp. 539–546, 2018.

215.  X. Shang, F.-Y. Wang, G. Xiong, T. R. Nyberg, Y. Yuan, S. Liu, C. Guo, and S. Bao, “Social manufacturing for high-end apparel customization,” IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 2, pp. 489–500, 2018.

216.  R. Wang, M. Zhang, X. Meng, Z. Geng, and F.-Y. Wang, “3-D Tracking for Augmented Reality Using Combined Region and Dense Cues in Endoscopic Surgery,” IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 5, pp. 1540–1551, 2018.

217.  K. Wang, C. Gou, and F.-Y. Wang, “M4CD : A Robust Change Detection Method for Intelligent Visual Surveillance,” IEEE Access, vol. 6, pp. 15 505–15 520, 2018.

218.  F.-Y. Wang, J. J. Zhang, and X. Wang, “Parallel intelligence: toward lifelong and eternal developmental AI and learning in cyber-physical-social spaces,” Frontiers of Computer Science, vol. 12, no. 3, pp. 401–405, 2018.

219.  Q. Wang, X. Yang, Z. Huang, S. Ma, Q. Li, D. W. Gao,  and F.-Y. Wang, “A novel design framework for smart operating robot in power system,” IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 2, pp. 531–538, 2018.

220.  X. Zhao, T. Wang, H. Lu, X. Sun, X. Wang, and F.-Y. Wang, “A Bibliographic and Coauthorship Analysis of IEEE T-ITS Literature between 2014 and 2016,” IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 9, pp. 2751–2761, 2018.

221.  P. Ye, S. Wang, and F.-Y. Wang, “A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies,” IEEE Transactions on Computational Social Systems, vol. 5, no. 1, pp. 176–185, 2018.

222.  P. Ye, T. Wang, and F.-Y. Wang, “A survey of cognitive architectures in the past 20 years,” IEEE Transactions on Cybernetics, vol. 48, no. 12, pp. 3280–3290, 2018.

223.  X. Wang, R. Jiang, L. Li, Y. Lin, X. Zheng, and F.-Y. Wang, “Capturing Car-Following Behaviors by Deep Learning,” IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 3, pp. 910–920, 2018.

224.  S. Wang, J. Wang, X. Wang, T. Qiu, Y. Yuan, L. Ouyang, Y. Guo, and F.-Y. Wang, “Blockchain-Powered Parallel Healthcare Systems Based on the ACP Approach,” IEEE Transactions on Computational Social Systems, vol. 5, no. 4, pp. 942–950, 2018.

225.  S. Wang, X. Wang, P. Ye, Y. Yuan, S. Liu, and F.-Y. Wang, “Parallel crime scene analysis,” IEEE Transactions on Computational Social Systems, vol. 5, no. 1, p. 244–255, 2018.

226.  Y. Yuan and F.-Y. Wang, “Blockchain and Cryptocurrencies: Model, Techniques, and Applications,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 48, no. 9, pp. 1421–1428, 2018.

227.  Y. Yuan, F.-Y. Wang, and D. Zeng, “Competitive Analysis of Bidding Behavior on Sponsored Search Advertising Markets,” IEEE Transactions on Computational Social Systems, vol. 4, no. 3, pp. 179–190, 2017.

228.  S. Han, P. Zhang, F. Shi, and F.-Y. Wang, “Relaying strategy based on estimated information for multi-antenna cooperative networks,” China Communications, vol. 14, no. 8, pp. 157–165, 2017.

229.  L. Sheng, S. Xiuqin, C. Changjian, Z. Hongxia, S. Dayong, and F.-Y. Wang, “Heuristic algorithm for the container loading problem with multiple constraints,” Computers and Industrial Engineering, vol. 108, pp. 149–164, 2017.

230.  C. Gou, Y. Wu, K. Wang, K. Wang, F.-Y. Wang, and Q. Ji, “A joint cascaded framework for simultaneous eye detection and eye state estimation,” Pattern Recognition, vol. 67, pp. 23–31, 2017.

231.  R. Hou, L. Fang, Y. Chang, L. Yang, and F.-Y. Wang, “Named Data Networking over WDM-Based Optical Networks,” IEEE Network, vol. 31, no. 3, pp. 70–79, 2017.

232.  S. Han, P. Zhang, F. Shi, and F.-Y. Wang, “An SNR-adaptive relaying algorithm for multi-antenna cooperative networks,” China Communications, vol. 14, no. 10, pp. 228–236, 2017.

233.  R. Qin, Y. Yuan, and F.-Y. Wang, “Exploring the optimal granularity for market segmentation in RTB advertising via computational experiment approach,” Electronic Commerce Research and Applications, vol. 24, pp. 68–83, 2017.

234.  M. Kang and F.-Y. Wang, “From parallel plants to smart plants: Intelligent control and management for plant growth,” IEEE/CAA Journal  of  Automatica  Sinica, vol. 4, no. 2, pp. 161–166, 2017.

235.  W. Liu, Z. Li, L. Li, and F.-Y. Wang, “Parking Like a Human: A Direct Trajectory Planning Solution,” IEEE Transactions on Intelligent Transportation Systems, vol. 18, no. 12, pp. 3388–3397, 2017.

236.  L. Li, Y. Lin, N. Zheng, and F.-Y. Wang, “Parallel learning: A perspective and a framework,” IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 3, pp. 389–395, 2017.

237.  N.-N. Zheng, Z.-Y. Liu, P.-J. Ren, Y.-Q. Ma, S.-T. Chen,  S.-Y.  Yu,  J.-R.  Xue,  B.-D. Chen, and F.-Y. Wang, “Hybrid-augmented intelligence: collaboration and cognition,” Frontiers of Information Technology and Electronic Engineering, vol. 18, no. 2, pp. 153–179, 2017.

238.  F.-Y. Wang, J. Zhang, Q. Wei, X. Zheng, and L. Li, “PDP: Parallel dynamic programming,” IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 1, pp. 1–5, 2017.

239.  K. Wang, C. Gou, N. Zheng, J. M. Rehg, and F.-Y. Wang, “Parallel vision for perception and understanding of complex scenes: methods, framework, and perspectives,” Artificial Intelligence Review, vol. 48, no. 3, pp. 299–329, 2017.

240.  B. Wang, X. Ding, and F.-Y. Wang, “Determination of polynomial degree in the regression of drug combinations,” IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 1, pp. 41–47, 2017.

241.  F.-Y. Wang, N.-N. Zheng, D. Cao, C. M. Martinez, L. Li, and T. Liu, “Parallel driving in CPSS: A unified approach for transport automation and vehicle intelligence,” IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 4, pp. 577–587, 2017.

242.  K. Wang, C. Gou, Y. Duan, Y. Lin, X. Zheng, and F.-Y. Wang, “Generative adversarial networks: Introduction and outlook,” IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 4, pp. 588–598, 2017.

243.  X. Wang, X. Zheng, X. Zhang, K. Zeng, and F.-Y. Wang, “Analysis of Cyber Interactive Behaviors Using Artificial Community and Computational Experiments,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 47, no. 6, pp. 995–1006, 2017.

244.  Y. Yao, B. Tian, and F.-Y. Wang, “Coupled Multivehicle Detection and Classification with Prior Objectness Measure,” IEEE Transactions on Vehicular Technology, vol. 66, no. 3, pp. 1975–1984, 2017.

245.  J. Zhang, L. Li, and F.-Y. Wang, “A Probabilistic Mechanism Design for Online Auctions,” IEEE Access, vol. 5, pp. 10 782–10 794, 2017.

246.  J. J. Zhang, D. W. Gao, Y. Zhang, X. Wang, X. Zhao, D. Duan, X. Dai, J. Hao, and F.-Y. Wang, “Social energy: Mining energy from the society,” IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 3, pp. 466–482, 2017.

247.  P. Ye, X. Hu, Y. Yuan, and F.-Y. Wang, “Population synthesis based on joint distribution inference without disaggregate samples,” JASSS, vol. 20, no. 4, pp. 16–44, 2017.

248.  Y. Zhao, H. Gao, S. Wang, and F.-Y. Wang, “A Novel Approach for Traffic Signal Control: A Recommendation Perspective,” IEEE Intelligent Transportation Systems Magazine, vol. 9, no. 3, pp. 127–135, 2017.

249.  Y. Yuan, F.-Y. Wang, and D. Zeng, “Developing a cooperative bidding framework for sponsored search markets-an evolutionary perspective,” Information Sciences, vol. 369, p. 674–689, 2016.

250.  P. Ye, X. Wang, C. Chen, Y. Lin, and F.-Y. Wang,  “Hybrid agent  modeling  in population simulation: Current approaches and future directions,” Journal of Artificial Societies and Social Simulation, vol. 19, no. 1, p. 1–20, 2016.

251.  M. Zhou, H. Dong, F.-Y. Wang, Q. Wang, and X. Yang, “Modeling and simulation of pedestrian dynamical behavior based on a fuzzy logic approach,” Information Sciences, vol. 360, pp. 112–130, 2016.

252.  Y. Duan, Y. Lv, Y.-L. Liu, and F.-Y. Wang, “An efficient realization of deep learning for traffic data imputation,” Transportation Research Part C: Emerging Technologies, vol. 72, pp. 168–181, 2016.

253.  F.-Y. Wang, X. Wang, L. Li, and L. Li, “Steps toward Parallel Intelligence,”

                            i.                IEEE/CAA Journal of Automatica Sinica, vol. 3, no. 4, pp. 345–348, 2016.

254.  K. Wang, Y. Liu, C. Gou, and F.-Y. Wang, “A Multi-view Learning Approach to Foreground Detection for Traffic Surveillance Applications,” IEEE Transactions on Vehicular Technology, vol. 65, no. 6, pp. 4144–4158, 2016.

255.  F.-Y. Wang, J. J. Zhang, X. Zheng, X. Wang, Y. Yuan, X. Dai, J. Zhang, and L. Yang, “Where does AlphaGo go: From church-turing thesis to AlphaGo thesis and beyond,” IEEE/CAA Journal of Automatica Sinica, vol. 3, no. 2, pp. 113–120, 2016.

256.  F.-Y. Wang, “Control 5.0: From Newton to merton in popper’s cyber-social-physical spaces,” IEEE/CAA Journal of Automatica Sinica, vol. 3, no. 3, pp. 233–234, 2016.

257.  Q. Zhang, D. D. Zeng, F.-Y. Wang, R. Breiger, and J. A. Hendler, “Brokers or Bridges? Exploring Structural Holes in a Crowdsourcing System,” Computer, vol. 49, no. 6, pp. 56–64, 2016.

258.  F.-Y. Wang, L. Yang, X. Cheng, S. Han, and J. Yang, “Network softwarization and parallel networks: Beyond software-defined networks,” IEEE Network, vol. 30, no. 4, pp. 60–65, 2016.

259.  L. Li, W.-L. Huang, Y. Liu, N.-N. Zheng, and F.-Y. Wang, “Intelligence testing for autonomous vehicles: A new approach,” IEEE Transactions on Intelligent Vehicles, vol. 1, no. 2, pp. 158–164, 2016.

260.  L. Li, Y. Lv, and F.-Y. Wang, “Traffic signal timing via deep reinforcement learning,”

                            i.                IEEE/CAA Journal of Automatica Sinica, vol. 3, no. 3, pp. 247–254, 2016.

261.  W. Chen, F. Guo, and F.-Y. Wang, “A Survey of Traffic Data Visualization,” IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 6, pp. 2970–2984, 2015.

262.  Y. Lv, Y. Duan, W. Kang, Z. Li, and F.-Y. Wang, “Traffic Flow Prediction with Big Data: A Deep Learning Approach,” IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 2, pp. 865–873, 2015.

263.  F.-Y. Wang, “Software-defined systems and knowledge automation: a parallel paradigm shift from newton to merton,” Acta Automatica Sinica, vol. 41, no. 1, pp. 1–8, 2015.

264.  B. Li, Y. Chen, and F.-Y. Wang, “Pedestrian detection based on clustered poselet models and hierarchical and-or grammar,” IEEE Transactions on Vehicular Technology, vol. 64, no. 4, pp. 1435–1444, 2015.

265.  F.-Y. Wang, “Cc 5.0: Intelligent command and control systems in the parallel age (in chinese),” JOURNAL OF COMMAND AND CONTROL, vol. 1, no. 1, pp. 107–120, 2015.

266.  F. Qu, Z. Wu, F.-Y. Wang, and W. Cho, “A Security and Privacy Review of VANETs,” IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 6, pp. 2985–2996, 2015.

267.  B. Tian, M. Tang, and F.-Y. Wang, “Vehicle detection grammars with partial occlusion handling for traffic surveillance,” Transportation Research Part C: Emerging Technologies, vol. 56, pp. 80–93, 2015.

268.  Y. Li and F.-Y. Wang, “Vehicle detection based on And-Or Graph and Hybrid Image Templates for complex urban traffic conditions,” Transportation Research Part C: Emerging Technologies, vol. 51, pp. 19–28, 2015.

269.  X. Zheng, D. Zeng, and F.-Y. Wang, “Social balance in signed networks,” Information Systems Frontiers, vol. 17, no. 5, pp. 1077–1095, 2015.

270.  C. L. P. Chen, G.-X. Wen, Y.-J. Liu, and F.-Y. Wang, “Adaptive consensus control for a class of nonlinear multiagent time-delay systems using neural networks,” IEEE Transactions on Neural Networks and Learning Systems, vol. 25, no. 6, pp. 1217–1226, 2014.

271.  Q. Wei, F.-Y. Wang, D. Liu, and X. Yang, “Finite-approximation-error-based discrete-time iterative adaptive dynamic programming,” IEEE Transactions on Cybernetics, vol. 44, no. 12, pp. 2820–2833, 2014.

272.  H. Mo, F.-Y. Wang, M. Zhou, R. Li, and Z. Xiao, “Footprint of uncertainty for type-2 fuzzy sets,” Information Sciences, vol. 272, pp. 96–110, 2014.

273.  K.-H. Nam, N. Jamilpour, E. Mfoumou, F.-Y. Wang, D. D. Zhang, and P. K. Wong, “Probing mechanoregulation of neuronal differentiation by plasma lithography patterned elastomeric substrates,” Scientific Reports, vol. 4, pp. 1–9, 2014.

274.  D. Liu, D. Wang, F.-Y. Wang, H. Li, and X. Yang, “Neural-network-based online HJB solution for optimal robust guaranteed cost control of continuous-time uncertain nonlinear systems,” IEEE Transactions on Cybernetics, vol. 44, no. 12, pp. 2834–2847, 2014.

275.  Y. Wang, D. Zeng, B. Zhu, X. Zheng, and F.-Y. Wang, “Patterns of news dissemination through online news media: A case study in China,” Information Systems Frontiers, vol. 16, no. 4, pp. 557–570, 2014.

276.  H. Yao, W. Zhu, and F.-Y. Wang, “Secondary basis unique augmentation matroids and union minimal matroids,” International Journal of Machine Learning  and  Cybernetics, vol. 5, no. 6, pp. 955–962, 2014.

277.  K. Zeng, X. Wang, Q. Zhang, X. Zhang, and F.-Y. Wang, “Behavior modeling of internet water army in online forums,” in IFAC Proceedings Volumes

                            i.                (IFAC-PapersOnline), vol. 19, 2014, pp. 9858–9863.

278.  J. Wang, W. Zhu, F.-Y. Wang, and G. Liu, “Conditions for coverings to induce matroids,” International Journal of Machine Learning and Cybernetics, vol. 5, no. 6, pp. 947–954, 2014.

279.  T. Wang, Z. Liu, K. Cui, J. Zhang, F.-Y. Wang, and C. L. Philip Chen, “On mobilizing processes of Cyber Movement Organizations,” in IFAC Proceedings Volumes

                            i.                (IFAC-PapersOnline), vol. 19, 2014, pp. 9853–9857.

280.  F.-Y. Wang, D. Zeng, Q. Zhang, J. A. Hendler, and J. Cao, “The chinese human flesh web: the first decade and beyond,” Chinese Science Bulletin, vol. 59, no. ue: 26, p. 3352–3361, 2014.

281.  J. Zhang, S. Zeng, W. Liu, T. Wang, F.-Y. Wang, and C. L. P. Chen, “A social choice force model for estimating collective action manipulation,” in IFAC Proceedings Volumes (IFAC-PapersOnline), vol. 19, 2014, pp. 9847–9852.

282.  Z. Shen, K. Wang, F.-Y. Wang, and C. L. Philp Chen, “GPU based genetic algorithms for the dynamic sub-area division problem of the transportation system,” in IFAC Proceedings Volumes (IFAC-PapersOnline), vol. 19, 2014, pp. 5115–5120.

283.  J. Sun, N. Jamilpour, F.-Y. Wang, and P. K. Wong, “Geometric control of capillary architecture via cell-matrix mechanical interactions,” Biomaterials, vol. 35, no. 10, pp. 3273–3280, 2014.

284.  C. Chen and F.-Y. Wang, “A self-organizing neuro-fuzzy network based on first order effect sensitivity analysis,” Neurocomputing, vol. 118, pp. 21–32, 2013.

285.  W. Duan, Z. Cao, Y. Wang, B. Zhu, D. Zeng, F.-Y. Wang, X. Qiu, H. Song, and

                            i.                Y. Wang, “An ACP approach to public health emergency management: Using a campus outbreak of h1n1 influenza as a case study,” IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans, vol. 43, no. 5, pp. 1028–1041, 2013.

286.  F.-Y. Wang and P. K. Wong, “Intelligent systems and technology for integrative and predictive medicine: An ACP approach,” ACM Transactions on Intelligent Systems and Technology, vol. 4, no. 2, pp. 1–6, 2013.

287.  P. Su, W. Mao, D. Zeng, and F.-Y. Wang, “An empirical study of cost-sensitive learning in cultural modeling,” Springer Journal on Information Systems and

                            i.                e-Business, Sept, vol. 11, no. ue: 3, p. 437–455, 2013, .

288.  P. Li, P. Fan, K. Xing, H. Wang, Z. Jiang, and F.-Y. Wang, “Tussle between APs in a location-dependent pricing game,” IEEE Transactions on Wireless Communications, vol. 11, no. 1, pp. 338–345, 2012.

289.  W. Zhu and F.-Y. Wang, “The fourth type of covering-based rough sets,” Information Sciences, vol. 201, pp. 80–92, 2012.

290.  Y. Yang, J. Zhang, R. Qin, J. Li, F.-Y. Wang, and W. Qi, “A budget optimization framework for search advertisements across markets,” IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans, vol. 42, no. 5, pp. 1141–1151, 2012.

291.  Q. Zhang, F.-Y. Wang, D. Zeng, and T. Wang, “Understanding crowd-powered search groups: A social network perspective,” PLoS ONE, vol. 7, no. 6, 2012.

292.  X. Zheng, Y. Zhong, D. Zeng, and F.-Y. Wang, “Social influence and spread dynamics in social networks,” Frontiers of Computer Science in China, vol. 6, no. 5, pp. 611–620, 2012.

293.  C. Collberg, J. Davidson, R. Giacobazzi, Y. X. Gu, A. Herzberg, and F.-Y. Wang, “Toward digital asset protection,” IEEE Intelligent Systems, vol. 26, no. 6, pp. 8–13, 2011.

294.  J. Li, S. Tang, X. Wang, W. Duan, and F.-Y. Wang, “Growing artificial transportation systems: A rule-based iterative design process,” IEEE Transactions on Intelligent Transportation Systems, vol. 12, no. 2, pp. 322–332, 2011.

295.  F.-Y. Wang, N. Jin, D. Liu, and Q. Wei, “Adaptive dynamic programming for

                          i.                finite-horizon optimal control of discrete-time nonlinear systems with -error bound,”

                          ii.                IEEE Transactions on Neural Networks, vol. 22, no. 1, p. 24–36, 2011.

296.  F.-Y. Wang, “Another look at linear compensator design: A classic control problem revisited,” IEEE Circuits and Systems Magazine, vol. 11, no. 4, pp. 45–50, 2011.

297.  D. Zeng, D. Wei, M.  Chau, and  F.-Y.  Wang, “Domain-specific  Chinese word segmentation using suffix tree and mutual information,” Information Systems Frontiers, vol. 13, no. 1, pp. 115–125, 2011.

298.  Z. D. Cao, D. J. Zeng, Q. Y. Wang, X. L. Zheng, and F.-Y. Wang, “An epidemiological analysis of the Beijing 2008 Hand-Foot-Mouth epidemic,” Chinese Science Bulletin, vol. 55, no. 12, pp. 1142–1149, 2010.

299.  C. H. Chen, V. Gau, D. D. Zhang, J. C. Liao, F.-Y. Wang, and P. K. Wong, “Statistical Metamodeling for revealing synergistic antimicrobial interactions,” PLoS ONE, vol. 5, no. 11, p. 15472, 2010.

300.  F.-Y. Wang, “Parallel control and management for intelligent transportation systems: Concepts, architectures, and applications,” IEEE Transactions on Intelligent Transportation Systems, vol. 11, no. 3, pp. 630–638, 2010.

301.  F.-Y. Wang, D. Zeng, J. A. Hendler, Q. Zhang, Z. Feng, Y. Gao, H. Wang, and G. Lai, “A study of the human flesh search engine: Crowd-powered expansion of online knowledge,” Computer, vol. 43, no. 8, pp. 45–53, 2010.

302.  F. Qu, F.-Y. Wang, and L. Yang, “Intelligent transportation spaces: Vehicles, traffic, communications, and beyond,” IEEE Communications Magazine, vol. 48, no. 11, pp. 136–142, 2010.

303.  F.-Y. Wang, “The emergence of intelligent enterprises: From CPS to CPSS,” IEEE Intelligent Systems, vol. 25, no. 4, pp. 85–88, 2010.

304.  X.-C. Li, W.-J. Mao, D. Zeng, P. Su, and F.-Y. Wang, “Performance evaluation of machine learning methods in cultural modeling,” Journal of Computer Science and Technology, vol. 24, no. 6, pp. 1010–1017, 2009.

305.  D. Zeng, H. Chen, Z. Cao, F.-Y. Wang, X. Zheng, and Q. Wang, “Disease surveillance based on spatial contact networks: A case study of Beijing 2003 SARS epidemic,” IEEE Intelligent Systems, vol. 24, no. 6, pp. 77–82, 2009.

306.  X.-D. Wu,  X.-Q.  Zhu,  Q.-J.  Chen,  and  F.-Y.  Wang,  “Ubiquitous  mining  with interactive data mining agents,” Journal of Computer Science and Technology, vol. 24, no. 6, pp. 1018–1027, 2009.

307.  F.-Y. Wang, H. Zhang, and D. Liu, “Adaptive dynamic programming: An introduction,” IEEE Computational Intelligence Magazine, vol. 4, no. 2, pp. 39–47, 2009.

308.  H. Mo and F.-Y. Wang, “Linguistic dynamic systems based on computing with words and their stabilities,” Science in China, Series F: Information Sciences, vol. 52, no. 5, pp. 780–796, 2009.

309.  C. Zhang, D. Zeng, J. Li, F.-Y. Wang, and W. Zuo, “Sentiment analysis of chinese documents: From sentence to document level,” Journal of the American Society for Information Science and Technology, vol. 60, no. 12, pp. 2474–2487, 2009.

310.  H. Li, F. Xia, D. Zeng, F.-Y. Wang, and W. Mao, “Exploring social annotations with application to web page recommendation,” Journal of Computer Science and Technology, vol. 24, no. 6, p. 1028–1034, 2009-11.

311.  F.-Y. Wang, “Toward a revolution in transportation operations: AI for complex systems,” IEEE Intelligent Systems, vol. 23, no. 6, pp. 8–13, 2008.

312.  X. Zheng, D. Zeng, H. Li, and F.-Y. Wang, “Analyzing open-source software systems as complex networks,” Physica A: Statistical Mechanics and its Applications, vol. 387,

                            i.                no. 24, pp. 6190–6200, 2008.

313.  F.-Y. Wang, “Linguistic dynamic systems for computing with words and granular computing,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5009 LNAI, p. 18, 2008.

314.  D. Zeng, F.-Y. Wang, X. Zheng, Y. Yuan, G. Chen, and J. Chen, “Intelligent-commerce research in China,” IEEE Intelligent Systems, vol. 23, no. 6, pp. 14–18, 2008.

315.  N. Zhang, F.-Y. Wang, F. Zhu, D. Zhao, and S. Tang, “DynaCAS: Computational experiments and decision support for ITS,” IEEE Intelligent Systems, vol. 23, no. 6, pp. 19–23, 2008.

316.  D. D. Zeng, H. Chen, and F.-Y. Wang, “Guest editors’ introduction: Special section on intelligence and security informatics,” IEEE Transactions On Knowledge And Data Engineering, vol. 20, no. 8, p. 1009–1012, 2008.

317.  S. S. Chawathe, H. Huang, and F.-Y. Wang, “Protecting transportation infrastructure,”

                            i.                IEEE Intelligent Systems, vol. 22, no. 5, pp. 8–11, 2007.

318.  X. Zhang, F.-Y. Wang, and L. Li, “Optimal selection of piezoelectric substrates and crystal cuts for SAW-based pressure and temperature sensors,” IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 54, no. 6, pp. 1207–1215, 2007.

319.  F.-Y. Wang, D. Zeng, K. M. Carley, and W. Mao, “Social computing: From social informatics to social intelligence,” IEEE Intelligent Systems, vol. 22, no. 2, pp. 79–83, 2007.

320.  W. Zhu and F.-Y. Wang, “On three types of covering-based rough sets,” IEEE Transactions on Knowledge and Data Engineering, vol. 19, no. 8, pp. 1131–1143, 2007.

321.  F.-Y. Wang, “Toward a paradigm shift in social computing: The ACP approach,” IEEE Intelligent Systems, vol. 22, no. 5, pp. 65–67, 2007.

322.  L. Yang and F.-Y. Wang, “Driving into intelligent spaces with pervasive communications,” IEEE Intelligent Systems, vol. 22, no. 1, pp. 12–15, 2007.

323.  F.-Y. Wang, “Driving into the Future with ITS,” IEEE Intelligent Systems, vol. 21, no. 3, pp. 94–95, 2006.

324.  F.-Y. Wang, D. Zeng, and L. Yang, “Smart cars on smart roads: An IEEE intelligent transportation systems society update,” IEEE Pervasive Computing, vol. 5, no. 4, pp. 68–69, 2006.

325.  F.-Y. Wang, “On the Modeling, Analysis, Control and Management of Complex Systems (in Chinese),” COMPLEX SYSTEMS AND  COMPLEXITY  SCIENCE, no. 02, pp. 26–34, 2006.

326.  B. Ning, T. Tang, Z. Gao, F. Yan, F.-Y. Wang, and D. Zeng, “Intelligent Railway Systems in China,” IEEE Intelligent Systems, vol. 21, no. 5, pp. 80–83, 2006.

327.  S. Tang and F.-Y. Wang, “A PCI-based evaluation method for level of services for traffic operational systems,” IEEE Transactions on Intelligent Transportation Systems, vol. 7, no. 4, pp. 494–499, 2006.

328.  S. Tang, F.-Y. Wang, and Q. Miao, “ITSC 05: Current issues and research trends,”

                            i.                IEEE Intelligent Systems, vol. 21, no. 2, pp. 96–102, 2006.

329.  L. Li, F.-Y. Wang, and Q. Zhou, “Integrated longitudinal and lateral tire/road friction modeling and monitoring for vehicle motion control,” IEEE Transactions on Intelligent Transportation Systems, vol. 7, no. 1, pp. 1–19, 2006.

330.  L. Li and F.-Y. Wang, “Cooperative driving at blind crossings using intervehicle communication,” IEEE Transactions on Vehicular Technology, vol. 55, no. 6, pp. 1712–1724, 2006.

331.  F.-Y. Wang, “On the Modeling Analysis Control and Management of Complex Systems (In Chinese),” Complex Systems and Complexity Science, vol. 3, no. 2, pp. 26–34, 2006.

332.  R. Lu, D. Zeng, and F.-Y. Wang, “AI research in China: 50 years down the road,”

                            i.                IEEE Intelligent Systems, vol. 21, no. 3, pp. 91–93, 2006.

333.  Y. Li, H. He, B. Xiao, C. Wang, and F.-Y. Wang, “CWME: A framework of group support system for emergency responses,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 3975 LNCS, p. 706, 2006.

334.  F.-Y. Wang, “Toward a unified mathematical and computational framework for control and mechanics,” Zidonghua Xuebao/Acta Automatica Sinica, vol.  32, no.  2,  pp. 318–320, 2006.

335.  L. Li, J. Song, F.-Y. Wang, W. Niehsen, and N.-N. Zheng,  “Ivs  05:  New  developments and research trends for intelligent vehicles,” IEEE Intelligent Systems, vol. 20, no. 4, p. 10–14, 2005.

336.  P. Mirchandani and F.-Y. Wang, “RHODES to intelligent transportation systems,”

                            i.                IEEE Intelligent Systems, vol. 20, no. 1, pp. 10–15, 2005.

337.  F.-Y. Wang, “Agent-based control for networked traffic management systems,” IEEE Intelligent Systems, vol. 20, no. 5, pp. 92–96, 2005.

338.  Y. Yao, F.-Y. Wang, J. Wang, and D. Zeng, “Rule + Exception Strategies for Security Information Analysis,” IEEE Intelligent Systems, vol. 20, no. 5, pp. 52–57, 2005.

339.  Y. Yao, F.-Y. Wang, and J. Wang, “Rule+exception strategies for knowledge management and discovery,” LNAI, vol. 3642, p. 69–78, 2005.

340.  F.-Y. Wang, “On the abstraction of conventional dynamic systems: From numerical analysis to linguistic analysis,” Information Sciences, vol. 171, no. 1-3, pp. 233–259, 2005.

341.  Q. Tao, G.-W. Wu, F.-Y. Wang, and J. Wang, “Posterior probability support vector machines for unbalanced data neural networks,” IEEE Transactions on Neural Networks, vol. 16, no. ue: 6, p. 1561–1573, 2005.

342.  F.-Y. Wang, “An efficient coordinate frame calibration method for 3-D measurement by multiple camera systems,” IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, vol. 35, no. 4, pp. 453–464, 2005.

343.  F.-Y. Wang and M. Liu, “The coming of CSP: automated assembly processes for

                            i.                high-volume chip scale packaging,” IEEE Robotics Automation Magazine, vol. 11, no. 1, pp. 59–69, 2004.

344.  M.-K. Liu, F.-Y. Wang, and D. Zeng, “Web caching: A way to improve web QoS,”

                            i.                Journal of Computer Science and Technology, vol. 19, no. 2, pp. 113–127, 2004.

345.  F.-Y. Wang, “Parallel system methods for management and control of complex systems,” CONTROL AND DECISION., vol. 19, no. 5, pp. 485–489,514, 1 2004.

346.  Wang, F.-Y., “Agent-based control for fuzzy behavior programming in robotic excavation,” IEEE Transactions on Fuzzy Systems, vol. 12, no. 4, pp. 540–548, 2004.

347.  F.-Y. Wang, “Computational Theory and Methods for Complex Systems Research (In Chinese),” China Basic Science, vol. 3, no. 2, pp. 26–34, 2004.

348.  Wang, F.-Y., “Computational Experiments for Behavior Analysis and Decision Evaluation of Complex Systems (In Chinese),” Journal of System Simulation, vol. 16, no. 5, pp. 893–897, 2004.

349.  S. Nan-Ning Zheng, H. Cheng, Q. Li, G. Lai, and F.-Y. Wang, “Toward intelligent driver-assistance and safety warning systems,” IEEE Intelligent Systems, vol. 19, no. 2, p. 8–11, 2004.

350.  F.-Y. Wang, “Artificial societies, computational expermients, and parallel systems:a discussion on computational theory of complex social-economic systems (in chinese),” COMPLEX SYSTEMS AND COMPLEXITY SCIENCE, no. 4, pp. 25–35, 2004.

351.  H. Chen, F.-Y. Wang, and D. Zeng, “Intelligence and security informatics for homeland security: Information, communication, and transportation,” IEEE Transactions on Intelligent Transportation Systems, vol. 5, no. 4, pp. 329–341, 2004.

352.  F.-Y. Wang, “A simple and analytical procedure for calibrating extrinsic camera parameters,” IEEE Transactions on Robotics and Automation, vol. 20, no. 1, pp. 121–124, 2004.

353.  F.-Y. Wang, Y. Gao, and M. Zhou, “A Modified Reachability Tree Approach to Analysis of Unbounded Petri Nets,” IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 34, no. 1, pp. 303–308, 2004.

354.  D. Zeng, F.-Y. Wang, and M. Liu, “Efficient web content delivery using proxy caching techniques,” IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, vol. 34, no. 3, pp. 270–280, 2004.

355.  F.-Y. Wang and S. Tang, “Artificial societies for integrated and sustainable development of metropolitan systems,” IEEE Intelligent Systems, vol. 19, no. 4, pp. 82–87, 2004.

356.  F.-Y. Wang, Z.Wang, G. Shan, L. Li, and C. Wang, “Research in development of intelligent tire technology: the state of the art,” Journal of Tire Technology, vol. 23, no. 1, p. 10–15, 2003.

357.  Z.-W. Gao and F.-Y. Wang, “New results on doubly coprime fractional representations of generalized dynamical systems,” IEEE Transactions on Automatic Control, vol. 48, no. 2, pp. 299–303, 2003.

358.  F.-Y. Wang, X. Wang, L. Li, and P. Mirchandani, “Creating a Digital-Vehicle Proving Ground,” IEEE Intelligent Systems, vol. 18, no. 2, pp. 12–15, 2003.

359.  F.-Y. Wang, “The exact and unique solution for phase-lead and phase-lag compensation,” IEEE Transactions on Education, vol. 46, no. 2, pp. 258–262, 2003.

360.  W. Zhu and F.-Y. Wang, “Reduction and axiomization of covering generalized rough sets,” Information Sciences, vol. 152, no. SUPPL, pp. 217–230, 2003.

361.  F.-Y. Wang, S. Tang, Y. Sui, and X. Wang, “Toward Intelligent Transportation Systems for the 2008 Olympics,” IEEE Intelligent Systems, vol. 18, no. 6, pp. 8–11, 2003.

362.  F.-Y. Wang, “Meanings must reflects facts: A review on computational intelligent in design and manufacturing,” Automatica Sinica, vol. 29, no. 6, p. 1027–1031, 2003.

363.  F.-Y. Wang, P. B. Mirchandani, and Z. Wang, “The VISTA Project and Its Applications,” IEEE Intelligent Systems, vol. 17, no. 6, pp. 72–75, 2002.

364.  Y. T. Lin, F.-Y. Wang, P. B. Mirchandani, L. Wu, Z. X. Wang, C. Yeo, and M. Do, “Implementing adaptive driving systems for intelligent vehicles by using neuro-fuzzy networks,” Transportation Research Record, no. 1774, pp. 98–105, 2001.

365.  T. Nan, F.-Y. Wang, F. W. Ciarallo, and G. Qin, “Neuro-fuzzy networks: Adaptive fuzzy modeling and control,” International Journal of Computer and Information Science, vol. 1, no. 1, p. 1–21, 2001.

366.  P. Zhou, F.-Y. Wang, W. Chen, and P. Lever, “Optimal construction and control of flexible manipulators: A case study based on LQR output feedback,” Molecular Diagnosis, vol. 5, no. 4, pp. 59–77, 2000.

367.  P. Chen, T. Toyota, Y. Lin, and F.-Y. Wang, “Failure diagnosis of machinery by

                          i.                self-reorganization of symptom parameters in time domain using genetic algorithms,”

                          ii.                International Journal of Intelligent Control and Systems, vol. 3, no. 4, p. 571–586, 1999.

368.  L. Wu, Y. Xu, and F.-Y. Wang, “Supervised learning of longitudinal driving behavior for intelligent vehicles using neuro-fuzzy networks: Initial experimental results,” International Journal of Intelligent Control and Systems, vol. 3, no. 4, p. 443–464, 1999.

369.  F.-Y. Wang, “Outline of a computational theory for linguistic dynamic systems: Toward computing with words,” International Journal of Intelligent Control and Systems, vol. 2, no. 2, p. 211–224, 1998.

370.  F.-Y. Wang, D. Ziyu Huang, and P. Lever, “Refinement and generation of decision rules through training and augmentation of neural networks,” International Journal of Intelligent Control and Systems, vol. 2, no. 3, p. 329–360, 1998.

371.  F.-Y. Wang, J. L. Russell, and Z. Liu, “Minimum-weight design of flexible arms for specified fundamental frequency,” Journal of Robotic Systems, vol. 14, no. 1, pp. 49–57, 1997.

372.  X. Shi, F.-Y. Wang, and P. J. A. Lever, “Experimental results of robotic excavation using fuzzy behavior control,” Control Engineering Practice, vol. 4, no. 2, pp. 145–152, 1996.

373.  X. Shi, P. J. A. Lever, and F.-Y. Wang, “Fuzzy behavior integration and action fusion for robotic excavation,” IEEE Transactions on Industrial Electronics, vol. 43, no. 3, pp. 395–402, 1996.

374.  P. J. Lever and F.-Y. Wang, “Intelligent excavator control system for lunar mining system,” Journal of Aerospace Engineering, vol. 8, no. 1, pp. 16–24, 1995.

375.  P. J. Lever, F.-Y. Wang, D. D. Chen, and X. Shi, “Autonomous robotic mining excavation using fuzzy logic and neural networks,” Journal of Intelligent and Fuzzy Systems, vol. 3, no. 1, p. 31–42, 1995.

376.  F.-Y. Wang and H. Kim, “Implementing adaptive fuzzy logic controllers with neural networks: A design paradigm,” Journal of Intelligent and Fuzzy Systems, vol. 3, no. 2, pp. 165–180, 1995.

377.  F.-Y. Wang and J. L. Russell, “Optimum Shape Construction of Flexible Manipulators with Total Weight Constraint,” IEEE Transactions on Systems, Man, and Cybernetics, vol. 25, no. 4, pp. 605–614, 1995.

378.  F.-Y. Wang, “Optimum design of vibrating cantilevers: A classical problem revisited,”

                            i.                Journal of Optimization Theory and Applications, vol. 84, no. 3, p. 635–652, 1995.

379.  F.-Y. Wang and X. Fan, “Cell-to-cell mapping method for time-optimal trajectory planning of multiple robot arm systems,” Journal of Optimization Theory and Applications, vol. 86, no. 2, p. 347–368, 1995.

380.  P. Lever, F.-Y. Wang, and X. Shi, “An intelligent task control system for dynamic mining environments,” AIME Transactions on Mining, Metallurgy and Exploration, vol. 174, no. 1, p. 165–174, 1994.

381.  G. Saridis and F.-Y. Wang, Suboptimal control of nonlinear stochastic systems. Control-Theory and Advanced Technology, 1994, vol. 10.

382.  F.-Y. Wang and P. J. A. Lever, “A cell mapping method for general optimum trajectory planning of multiple robotic arms,” Robotics and Autonomous Systems, vol. 12, no. 1-2, pp. 15–27, 1994.

383.  F.-Y. Wang, “On the Extremal Fundamental Frequencies of One-Link Flexible Manipulators,” The International Journal of Robotics Research, vol. 13, no. 2, pp. 162–170, 1994.

384.  F.-Y. Wang, M. Mittmann, and G. N. Saridis, “Coordination specification for CIRSSE robotic platform system using Petri net transducers,” Journal of Intelligent Robotic Systems, vol. 9, no. 3, pp. 209–233, 1994.

385.  F.-Y. Wang, K. Gildea, H. Jungnitz, and D. Chen, “Protocol design and performance analysis for manufacturing message specification: A petri net approach,” IEEE Transactions on Industrial Electronics, vol. 41, no. 6, p. 641–653, 1994.

386.  F.-Y. Wang and O. Kwan, “Influence of rotatory inertia, shear deformation and loading on vibration behaviors of flexible manipulators,” Journal of Sound and  Vibration,  vol. 171, no. 4, p. 433–452, 1994.

387.  F.-Y. Wang, “Task Translation and Integration Specification in Intelligent Machines and ERRATUM: Correction to ‘Task Translation and Integration Specification in Intelligent Machines’,” IEEE Transactions on Robotics and Automation, vol. 9, no. 3, pp. 257–271, 1993.

388.  F.-Y. Wang, P. J. A. Lever, and B. Pu, “A robotic vision system for object identification and manipulation using synergetic pattern recognition,” Robotics and Computer Integrated Manufacturing, vol. 10, no. 6, pp. 445–459, 1993.

389.  F.-Y. Wang and J. L. Russell, “Minimum-weight robot arm for a specified fundamental frequency,” in Proceedings - IEEE International Conference on Robotics and Automation, vol. 3, 1993, pp. 490–495.

390.  L. Schooley, B. Zeigler, F. Cellier, and F.-Y. Wang, “High-autonomy control of space resource processing plants,” IEEE Control Systems Magazine, vol. 13, no. 3, p. 29–39, 1993.

391.  F.-Y. Wang, K.J.Kyriakopoulos, A. Tsolkas, and G. Saridis, “A petri-net coordination model for an intelligent mobile robot,” IEEE Transactions on Systems, Man, and Cybernetics, vol. 21, no. 4, p. 777–789, 1991.

392.  F.-Y. Wang and Y. Zhou, “On the vibration modes of 3-dimensional micropolar elastic plates,” Journal of Sound and Vibration, vol. 146, no. 1, p. 1–16, 1991.

393.  F.-Y. Wang, “Two-dimensional theories deduced from three-dimensional theory for a transversely isotropic body—ii. plane problems,” International Journal of Solids and Structures, vol. 28, no. 2, p. 161–177, 1991.

394.  F.-Y., Wang, “On the solutions of eringen’s micropolar plate equations and of other approximate equations,” International Journal of Engineering Science, vol. 28, no. 9, p. 919–925, 1990.

395.  F.-Y. Wang and G. Saridis, “A coordination theory for intelligent machines,” The IFAC Journal Automatica, vol. 26, no. 5, p. 833–844, 1990.

396.  F.-Y. Wang, “Monte carlo analysis of nonlinear vibration of rectangular plates with random geometric imperfections,” International Journal of  Solids  and  Structures, vol. 26, no. 1, p. 99–109, 1990.

397.  F.-Y., Wang, “Two-dimensional theories deduced from three-dimensional theory for a transversely isotropic body–i. plate problems,” International Journal of Solids and Structures, vol. 26, no. 4, p. 455–470, 1990.

398.  F.-Y. Wang and M. J. Balas, “Doubly coprime fractional representations of generalized dynamical systems,” IEEE Transactions on Automatic Control, vol. 34, no. 7, pp. 733–734, 1989.

399.  F.-Y. Wang and K.Gildea, “Alan rubenstein a colored petri net model for connection management services in mms,” ACM SIGCOMM Computer  Communication  Review, vol. 19, no. 3, p. 76–98, 1989.

Conference Papers

1.          W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, “Two heads are better than one: Hypergraph-enhanced graph reasoning for visual event ratiocination,” in International Conference on Machine Learning, PMLR, 2021, p. 12747–12760.

2.          X. Li, H. Duan, H. Mo, and F.-Y. Wang, “A novel visual perception framework for unmanned aerial vehicles: Challenges and approaches,” in 2021 China Automation Congress (CAC), 2021, pp. 8359–8363.

3.          X. Li, Q. Zhu, N. Qi, J. Huang, Y. Yuan, and F.-Y. Wang, “Blockchain consensus algorithms: A survey,” in 2021 China Automation Congress (CAC), 2021, pp. 4053–4058.

4.          X. Dai, C. Zhao, X. Li, X. Wang, and F.-Y. Wang, “Traffic signal control using offline reinforcement learning,” in 2021 China Automation Congress (CAC), 2021, pp. 8090–8095.

5.          J. Lu, T. Bai, Q. Wei, T. Zhou, and F.-Y. Wang, “Parallel control-based event-triggered optimal control for constrained discrete-time nonlinear systems,” in 2021 China Automation Congress (CAC), 2021, pp. 8284–8288.

6.          S. Fan, Q. Dong, F. Zhu, Y. Lv, P. Ye, and F.-Y. Wang, “Scf-net: Learning spatial contextual features for large-scale point cloud segmentation,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2021, pp. 14 504–14 513.

7.          W. Zheng, L. Yan, F.-Y. Wang, and C. Gou, “Progressive knowledge-embedded unified perceptual parsing for scene understanding,” in Proceedings of  the  IEEE/CVF Conference on Computer Vision  and  Pattern  Recognition  (CVPR) Workshops, June 2021, pp. 1633–1642.

8.          T. Qu, G. Xiong, X. Dong, W. Li, H. Tao, J. Yan, Z. Shen, and F.-Y. Wang, “Missile defense decision-making under incomplete information using the artificial neural network,” in 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), 2021, pp. 1825–1830.

9.          W. Zheng, L. Yan, F.-Y. Wang, and C. Gou, “Learning from the Negativity: Deep Negative Correlation Meta-Learning for Adversarial Image Classification,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12572 LNCS, pp. 531–540, 2021.

10.      Y. Zhang, X. Li, F.-Y. Wang, B. Wei, and L. Li, “A comprehensive review of one-stage networks for object detection,” in 2021 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC), 2021, pp. 1–6.

11.      Z. Wei, Z. Li, C. Wang, Y. Chen, Q. Miao, Y. Lv, and F.-Y. Wang, “Recurrent attention unit: A simple and effective method for traffic prediction,” in 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), 2021, pp. 1272–1277.

12.      X. Chen, G. Xiong, Y. Lv, Y. Chen, B. Song, and F.-Y. Wang, “A collaborative communication-qmix approach for large-scale networked traffic signal control,” in 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), 2021, pp. 3450–3455.

13.      J. Xi, F. Zhu, Y. Chen, Y. Lv, C. Tan, and F.-Y. Wang, “Ddrl: A decentralized deep reinforcement learning method for vehicle repositioning,” in 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), 2021, pp. 3984–3989.

14.      W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, “Knowledge is power: Hierarchical-knowledge embedded meta-learning for visual reasoning in artistic domains,” in Proceedings of the 27th ACM SIGKDD Conference on Knowledge

                            i.                Discovery amp; Data Mining, ser. KDD ’21.        New York, NY, USA: Association for Computing Machinery, 2021, p. 2360–2368.

15.      L. Yan, W. Zheng, F.-Y. Wang, and C. Gou, “Weakly supervised sketch based person search,” in Proceedings of the 2021 International Conference on Multimedia Retrieval, ser. ICMR ’21. New York, NY, USA: Association for Computing Machinery, 2021, p. 491–495.

16.      C. Luo, G. Xiong, Z. Li, Z. Shen, L. Wan, M. Zhou, and F.-Y. Wang, “Ordinal optimization for optimal orientation problems in 3d printing,” IFAC-PapersOnLine, vol. 53, no. 5, pp. 97–102, 2020, 3rd IFAC Workshop on Cyber-Physical Human Systems CPHS 2020.

17.      X. Li, F. Zhu, and F.-Y. Wang, “Deep behavioral cloning for traffic control with virtual expert demonstration under a parallel learning framework,” IFAC-PapersOnLine,

                          i.                vol. 53, no. 5, pp. 176–181, 2020, 3rd IFAC Workshop on Cyber-Physical Human

                          ii.                Systems CPHS 2020.

18.      L. Yang, K. Tan, X. Liu, X. Wang, and F.-Y. Wang, “Grouping methods for facilitating emergency evacuations,” IFAC-PapersOnLine, vol. 53, no. 5, pp. 845–850, 2020, 3rd IFAC Workshop on Cyber-Physical Human Systems CPHS 2020.

19.      S. Wang, X. Tu, H. Chai, Q. Sun, J. Wu, H. Cai, and F.-Y. Wang, “Blockchain-powered parallel fintech regulatory sandbox based on the acp approach,” IFAC-PapersOnLine, vol. 53, no. 5, pp. 863–867, 2020, 3rd IFAC Workshop on Cyber-Physical Human Systems CPHS 2020.

20.      C. Guo, T. Bai, Y. Lu, Y. Lin, G. Xiong, X. Wang, and F.-Y. Wang, “Skywork-davinci: A novel cpss-based painting support system,” in 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), Hong Kong, 2020.

21.      S. Du, H. Guo, Y. Chen, Y. Lin, X. Meng, L. Wen, and F.-Y. Wang, “GPO: Global Plane Optimization for Fast and Accurate Monocular SLAM Initialization,” in Proceedings - IEEE International Conference on Robotics and Automation, 2020, pp. 6254–6260.

22.      S. Fan, F. Zhu, H. Zhang, Y. Lv, X. Wang, G. Xiong, and F.-Y. Wang, “Improving Road Detection Results Based on Ensemble Learning and Key Samples Focusing,” in 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020, 2020.

23.      X. Gong, Y. Tang, X. Liu, S. Jing, W. Cui, J. Liang, and F.-Y. Wang, “K-9 Artificial Intelligence Education in Qingdao: Issues, Challenges and Suggestions,” in 2020 IEEE International Conference on Networking, Sensing and Control, ICNSC 2020, 2020.

24.      X. Li, Z. Guo, X. Dai, Y. Lin, J. Jin, F. Zhu, and F.-Y. Wang, “Deep Imitation Learning for Traffic Signal Control and Operations Based on Graph Convolutional Neural Networks,” in 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020, 2020.

25.      J. Li, M. Lan, Y. Tang, S. Chen, F.-Y. Wang, and W. Wei, “A Blockchain-based Educational Digital Assets Management System,” in IFAC-PapersOnLine, vol. 53, no. 5, 2020, pp. 47–52.

26.      L. Yan, W. Zheng, F.-Y. Wang, and C. Gou, “Weakly supervised person search,” in Proceedings - 2020 IEEE 7th International Conference on Data Science and Advanced Analytics, DSAA 2020, 2020, pp. 188–196.

27.      L. Yan, W. Zheng, C. Gou, and F.-Y. Wang, “Feature Aggregation Attention Network for Single Image Dehazing,” in Proceedings - International Conference on Image Processing, ICIP, vol. 2020-Octob, 2020, pp. 923–927.

28.      W. Zhang, F. Zhu, Y. Chen, X. Wang, G. Xiong, and F.-Y. Wang, “Differential Time-variant Traffic Flow Prediction Based on Deep Learning,” in 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020, 2020.

29.      M. Zhang, Z. Zhang, X. Wang, H. Yu, Y. Xia, K. Tan, and F.-Y. Wang, “From ar to ai: Augmentation technology for intelligent surgery and medical treatments.”     Elsevier, 2020, vol. 53, no. 5, pp. 792–796.

30.      W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, “Graph Attention Model Embedded with Multi-Modal Knowledge for Depression Detection,” in Proceedings - IEEE International Conference on Multimedia and Expo, vol. 2020-July, 2020.

31.      Zheng, W and Yan, L and Gou, C and F.-Y.,Wang, “Webly supervised knowledge embedding model for visual reasoning,” in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2020, pp. 12 442–12 451.

32.      W. Zheng, L. Yan, F.-Y. Wang, and C. Gou, “Learning from the Guidance: Knowledge Embedded Meta-learning for Medical Visual Question Answering,” Communications in Computer and Information Science, vol. 1332, pp. 194–202, 2020.

33.      W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, “JND-GAN: Human-vision-systems inspired generative adversarial networks for image-to-image translation,” Frontiers in Artificial Intelligence and Applications, vol. 325, pp. 2816–2823, 2020.

34.      W. Zheng, L. Yan, F.-Y. Wang, and C. Gou, “Learning from the Past: Meta-Continual Learning with Knowledge Embedding for Jointly Sketch, Cartoon, and Caricature Face Recognition,” in MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia, 2020, pp. 736–743.

35.      W. Zheng, F.-Y. Wang, and C. Gou, “Nonparametric Different-Feature Selection Using Wasserstein Distance,” in Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI, 2020, pp. 982–988.

36.      W. Zheng, L. Yan, C. Gou, and F.-Y. Wang, “Federated meta-learning for fraudulent credit card detection,” in IJCAI International Joint Conference on Artificial Intelligence, vol. 2021-Janua, 2020, pp. 4654–4660.

37.      S. Wang, H. Lu, X. Sun, Y. Yuan, and F.-Y. Wang, “A Novel Blockchain Oracle Implementation Scheme Based on Application Specific Knowledge Engines,” in Proceedings - IEEE International Conference on Service Operations and Logistics, and Informatics 2019, SOLI 2019, 2019, pp. 258–262.

38.      S. Zeng, Y. Yuan, and F.-Y. Wang, “A decentralized social networking architecture enhanced by blockchain,” in Proceedings - IEEE International Conference on Service Operations and Logistics, and Informatics 2019, SOLI 2019, 2019, pp. 269–273.

39.      W. Zheng, L. Yan, C. Gou, W. Zhang, and F.-Y. Wang, “A relation network embedded with prior features for few-shot caricature recognition,” in Proceedings - IEEE International Conference on Multimedia and Expo, vol. 2019-July, 2019, pp. 1510–1515.

40.      W. Zheng, L. Yan, W. Zhang, C. Gou, and F.-Y. Wang, “Guided Cyclegan Via Semi-Dual Optimal Transport for Photo-Realistic Face Super-Resolution,” in Proceedings - International Conference on Image Processing, ICIP, vol. 2019-Septe, 2019, pp. 2851–2855.

41.      X. Gong, L. Zhao, R. Tang, Y. Guo, X. Liu, J. He, F.-Y. Wang, Y. Tang, W. Shi,

                          i.                X. Niu, and X. Wang, “AI education system for primary and secondary schools,” in

                          ii.                ASEE Annual Conference and Exposition, Conference Proceedings, 2019.

42.      X. Han, Y. Yuan, and F.-Y. Wang, “A Blockchain-based Framework for Central Bank Digital Currency,” in Proceedings - IEEE International Conference on Service Operations and Logistics, and Informatics 2019, SOLI 2019, 2019, pp. 263–268.

43.      J. Li, Y. Yuan, and F.-Y. Wang, “Bitcoin Fee Decisions in Transaction Confirmation Queueing Games under Limited Multi-Priority Rule,” in Proceedings - IEEE International Conference on Service Operations and Logistics, and Informatics 2019, SOLI 2019, 2019, pp. 134–139.

44.      Z. Li, G. Xiong, Y. Chen, Y. Lv, B. Hu, F. Zhu, and F.-Y. Wang, “A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction,” in 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019, 2019, pp. 1929–1933.

45.      Z. Li, G. Xiong, X. Zhang, Z. Shen, C. Luo, X. Shang, X. Dong, G.-B. Bian, X. Wang, and F.-Y. Wang, “A GPU based parallel genetic algorithm for the orientation optimization problem in 3d printing,” in Proceedings - IEEE International Conference on Robotics and Automation, vol. 2019-May, 2019, pp. 2786–2792.

46.      T. Liu, B. Tian, Y. Ai, L. Chen, F. Liu, D. Cao, N. Bian, and F.-Y. Wang, “Dynamic States Prediction in Autonomous Vehicles: Comparison of Three Different Methods,” in 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019, 2019, pp. 3750–3755.

47.      E. Lodhi, F. Zhu, Z. Lodhi, Q. Saleem, G. Xiong, and F.-Y. Wang, “Design and implementation of RFID based smart shopping booth,” in Proceedings - 2019 6th International Conference on Information Science and Control Engineering, ICISCE 2019, 2019, pp. 1017–1021.

48.      X. Ni, Y. Yuan, and F.-Y. Wang, “Behavioral Management for Employees based on Blockchain and Smart Contracts,” in Proceedings - IEEE International Conference on Service Operations and Logistics, and Informatics 2019, SOLI 2019, 2019, pp. 248–252.

49.      L. Ouyang, Y. Yuan, and F.-Y. Wang, “A Blockchain-based Framework for Collaborative Production in Distributed and Social Manufacturing,” in Proceedings - IEEE International Conference on Service Operations and Logistics, and Informatics 2019, SOLI 2019, 2019, pp. 76–81.

50.      Z. Shen, X. Shang, Y. Li, Y. Bao, X. Zhang, X. Dong, L. Wan, G. Xiong, and F.-Y. Wang, “PredNet and CompNet: Prediction and high-precision compensation of in-plane shape deformation for additive manufacturing,” in IEEE International Conference on Automation Science and Engineering, vol. 2019-Augus, 2019, pp. 462–467.

51.      R. Qin, Y. Yuan, and F.-Y. Wang, “Exploring Optimal Revenue Models  for  DSPs  in Real Time Bidding Advertising,” in Proceedings - IEEE International Conference on Service Operations and Logistics, and Informatics 2019, SOLI 2019, 2019, pp. 181–185.

52.      J. Li, S. Wang, X. Ni, Y. Yuan, and F.-Y. Wang, “How Reporting Policies Influence Employee Performance: An Empirical Study,” in 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2018, pp. 2485–2490.

53.      R. Qin, Y. Yuan, and F.-Y. Wang, “Optimal Share Reporting Strategies for Blockchain Miners in PPLNS Pools,” in 2018 IEEE International Conference  on  Systems,  Man, and Cybernetics (SMC), 2018, pp. 3367–3372.

54.      L. Cao, C. Gou, K. Wang, G. Xiong, and F.-Y. Wang, “Gaze-Aided Eye Detection via Appearance Learning,” in Proceedings - International Conference on Pattern Recognition, vol. 2018-Augus, 2018, pp. 1965–1970.

55.      Y. Chen, Y. Lv, X. Wang, and F.-Y. Wang, “Traffic Flow Prediction with Parallel Data,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2018, pp. 614–619.

56.      S. Han, H. Ma, X. Wang, H. Liu, D. Cao, and F.-Y. Wang, “CPSS-based Signal Forwarding Method at Relays for Full-duplex Cooperative Vehicular Networks,” in IEEE Intelligent Vehicles Symposium, Proceedings, 2018, pp. 1057–1062.

57.      J. Hua, X. Wang, M. Kang, H. Wang, and F.-Y. Wang, “Blockchain Based Provenance for Agricultural Products: A Distributed Platform with Duplicated and Shared Bookkeeping,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2018-June, 2018, pp. 97–101.

58.      J. Li, Y. Yuan, S. Wang, and F.-Y. Wang, “Transaction Queuing Game in Bitcoin BlockChain,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2018-June, 2018, pp. 114–119.

59.      X. Li, Y. Wang, K. Wang, L. Yan, and F.-Y. Wang, “The ParallelEye-CS Dataset: Constructing Artificial Scenes for Evaluating the Visual Intelligence of Intelligent Vehicles,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2018-June, 2018, pp. 37–42.

60.      Y. Li, L. Yang, S. Han, X. Wang, and F.-Y. Wang, “When LPWAN Meets ITS: Evaluation of Low Power Wide Area Networks for V2X Communications,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2018-Novem, 2018, pp. 473–478.

61.      Y. Li, S. Han, L. Yang, F.-Y. Wang, and H. Zhang, “Lora on the move,” in Performance Evaluation of LoRa in V2X Communications, The 2018 IEEE Intelligent Vehicles Symposium(IV), Changshu, Suzhou, China, 2018, p. 1107 – 1111.

62.      T. Liu, C. Yang, C. Hu, H. Wang, L. Li, D. Cao, and F.-Y. Wang, “Reinforcement Learning-Based Predictive Control for Autonomous Electrified Vehicles,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2018-June, 2018, pp. 185–190.

63.      C. Luo, Z. Shen, S. Evangelou, G. Xiong, X. Wang, Y. Lv, X. Dong, F. Zhu, and F.-Y. Wang, “A Control Strategy Combined Thermostat Control with DC-Link Voltage Control for Series Hybrid Electric Vehicles,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2018-Novem, 2018, pp. 294–299.

64.      X. Ni, S. Zeng, X. Han, Y. Yuan, and F.-Y. Wang, “Organizational Management using Software-defined Robots based on Smart Contracts,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2018-June, 2018, pp. 274–279.

65.      L. Ouyang, F. Zhu, G. Xiong, H. Zhao, F.-Y. Wang, and T. Liu, “Short-term traffic flow forecasting based on wavelet transform and neural network,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2018-March, 2018, pp. 1–6.

66.      R. Qin, Y. Yuan, S. Wang, and F.-Y. Wang, “Economic Issues in Bitcoin Mining and Blockchain Research,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2018-June, 2018, pp. 268–273.

67.      S. Wang, Y. Yuan, X. Wang, J. Li, R. Qin, and F.-Y. Wang, “An Overview of Smart Contract: Architecture, Applications, and Future Trends,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2018-June, 2018, pp. 108–113.

68.      S. Wang, X. Ni, Y. Yuan, F.-Y. Wang, X. Wang, and L. Ouyang, “A Preliminary Research of Prediction Markets Based on Blockchain Powered Smart Contracts,” in Proceedings - IEEE 2018 International Congress on Cybermatics: 2018 IEEE Conferences on Internet of Things, Green Computing and Communications, Cyber, Physical and Social Computing, Smart Data, Blockchain, Computer and Information Technology, iThings/Gree, 2018, pp. 1287–1293.

69.      Y. Xing, J. Tang, H. Liu, C. Lv, D. Cao,  E.  Velenis,  and  F.-Y. Wang,  “End-to-End Driving Activities and Secondary Tasks Recognition Using Deep Convolutional Neural Network and Transfer Learning,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2018-June, 2018, pp. 1626–1631.

70.      T. Yao, X. Yao, S. Han, Y. Wang, D. Cao, and F.-Y. Wang, “Memetic algorithm with adaptive local search for Capacitated Arc Routing Problem,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2018-March, 2018, pp. 836–841.

71.      S. Zeng, X. Ni, Y. Yuan, and F.-Y. Wang, “A Bibliometric Analysis of Blockchain Research,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2018-June, 2018, pp. 102–107.

72.      X. Wang, Y. Zhang, S. Yu, X. Liu, and F.-Y. Wang, “Computerized Adaptive English Ability Assessment Based on Deep Learning,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10799 LNCS, pp. 158–171, 2018.

73.      C. Gou, Y. Wu, F.-Y. Wang, and Q. Ji, “Coupled cascade regression for simultaneous facial landmark detection and head pose estimation,” in 2017 IEEE International Conference on Image Processing (ICIP), 2017, pp. 2906–2910.

74.      S. Han, F. Zhu, Y. Wang, D. Cao, G. Xiong, and F.-Y. Wang, “Modified K-best receiver for multi-antenna vehicular networks,” in 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), 2017, pp. 1–6.

75.      Y. Chen, Y. Lv, X. Wang, and F.-Y. Wang, “A convolutional neural network for traffic information sensing from social media text,” in 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), 2017, pp. 1–6.

76.      C.-W. Chang, C. Lv, H. Wang, H. Wang, D. Cao, E. Velenis, and F.-Y. Wang, “Multi-point turn decision making framework for human-like automated driving,” in 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), 2017, pp. 1–6.

77.      P. Ye and F.-Y. Wang, “Hybrid calibration of agent-based travel model using traffic counts and AVI data,” in 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), 2017, pp. 457–462.

78.      S. Han, Y. Wang, T. Yao, F. Zhu, G. Xiong, D. Cao, and F.-Y. Wang, “Relaying algorithm based on soft estimated information for cooperative V2X networks,” in 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), 2017, pp. 509–514.

79.      S. Han, P. Zhang, F. Shi, D. Cao, and F.-Y. Wang, “Low-complexity detection for multi-antenna differential unitary space-time modulation systems,” in 2017 IEEE/CIC International Conference on Communications in China (ICCC), 2017, pp. 1–5.

80.      X. Dai, R. Fu, Y. Lin, F.-Y. Wang, and L. Li, “Deeptrend: A deep hierarchical neural network for traffic flow prediction,” in 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC Workshop, Yakahama, Japan, 2017, pp. 16—-19.

81.      S. Han, F.-Y. Wang, Y. Wang, D. Cao, and L. Li, “Parallel vehicles based on the ACP theory: Safe trips via self-driving,” in IEEE Intelligent Vehicles Symposium, Proceedings, 2017, pp. 20–25.

82.      X. Li, K. Wang, Y. Tian, L. Yan, and F.-Y. Wang, “The paralleleye dataset: Constructing large-scale artificial scenes for traffic vision research,” in 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC Workshop, Yakahama, Japan, 2017, pp. 16–19,.

83.      J. Li, X. Ni, Y. Yuan, R. Qin, X. Wang, and F.-Y. Wang, “The impact of reserve price on publisher revenue in real-time bidding advertising markets,” in 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, 2017, pp. 1256–1261.

84.      J. Li, Y. Yuan, X. Zhao, and F.-Y. Wang, “Research on Information Structure of Programmatic Advertising Markets,” vol. 50, no. 1, 2017, pp. 13 587–13 592.

85.      Y.-L. Lin, L. Li, X.-Y. Dai, N.-N. Zheng, and F.-Y. Wang, “Master general parking skill via deep learning,” in IEEE Intelligent Vehicles Symposium, Proceedings, 2017, pp. 941–946.

86.      X. Liu, X. Gong, F.-Y. Wang, R. Sun, Y. Gao, Y. Zhang, J. Zhou, and X. Deng, “A new framework of science and technology innovation education for k-12 in Qingdao, China,” in 2017 ASEE International Forum, 2017.

87.      R. Qin, X. Ni, Y. Yuan, J. Li, and F.-Y. Wang, “Revenue models for demand side platforms in real time bidding advertising,” in 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, vol. 2017-Janua, 2017, pp. 438–443.

88.      R. Qin, Y. Yuan, and F.-Y. Wang, “Improving Auction Mechanisms for Online

                            i.                Real-Time Bidding Advertising with a Two-stage Resale Model,” vol. 50, no. 1, 2017, pp. 13 575–13 580.

89.      X. Wang, Y. Zhang, S. Yu, X. Liu, Y. Yuan, and F.-Y. Wang, “E-learning recommendation framework based on deep learning,” in 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, vol. 2017-Janua, 2017, pp. 455–460.

90.      S. Zeng, J. Li, X. Ni, Y. Yuan, and F.-Y. Wang, “Research on Social Marketing Strategies with An Agent-based Propagation Model,” vol. 50, no. 1, 2017, pp. 13 581–13 586.

91.      R. Qin, Y. Yuan, and F.-Y. Wang, “Optimizing the revenue for ad exchanges in header bidding advertising markets,” in 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, vol. 2017-Janua, 2017, pp. 432–437.

92.      W. Zhang, K. Wang, H. Qu, J. Zhao, and F.-Y. Wang, “Scene-specific pedestrian detection based on parallel vision,” in 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC Workshop, Yakahama, Japan, 2017, pp. 16–19,.

93.      W. Zheng, F.-Y. Wang, and K. Wang, “An ACP-based approach to color image encryption using DNA sequence operation and hyper-chaotic system,” in 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, vol.

                            i.                2017-Janua, 2017, pp. 461–466.

94.      R. Qin, Y. Yuan, J. Li, and F.-Y. Wang, “Optimizing the segmentation granularity for RTB advertising markets with a two-stage resale model,” in 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016, pp. 1191–1196.

95.      J. Li, X. Ni, Y. Yuan, R. Qin, and F.-Y. Wang, “Optimal allocation of ad inventory in real-time bidding advertising markets,” in 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016, pp. 3021–3026.

96.      J. Zhang, L. Li, and F.-Y. Wang, “A probabilistic price mechanism design for online auctions,” in 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016, pp. 4860–4865.

97.      J. Cao, S. Wang, F. Qiao, H. Wang, F.-Y. Wang, and P. S. Yu, “User-guided large attributed graph clustering with multiple sparse annotations,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9651, pp. 127–138, 2016.

98.      Y.-Y. Chen, Y. Lv, Z. Li, and F.-Y. Wang, “Long short-Term memory model for traffic congestion prediction with online open data,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2016, pp. 132–137.

99.      S. Chen, F. Zhu, and F.-Y. Wang, “An erlang-based simulation approach of artificial transportation systems,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2016, pp. 24–28.

100.  X. Dong, J. Zhou, H. Bin, R. Jukka, G. Xiong, F.-Y. Wang, and F. Zhu, in 19th IEEE International Conference on Intelligent Transportation Systems (ITSC 2016), Rio de Janeiro, Brazil, 2016, p. 1–4.

101.  Y. Duan, Y. Lv, and F.-Y. Wang, “Travel time prediction with LSTM neural network,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2016, pp. 1053–1058.

102.  Y. Gao, F.-Y. Wang, W. Sun, X. Dong, X. Liu, and S. Li, “A CDIO-based social manufacturing laboratory: Prototype for CPSS-based production processes,” in ASEE Annual Conference and Exposition, Conference Proceedings, 2016.

103.  Y. Duan, Y. Lv, and F.-Y. Wang, “Performance evaluation of the deep learning approach for traffic flow prediction at different times,” in 2016 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI).                                                                    IEEE, 2016, pp. 223–227.

104.  C. Gou, Y. Wu, K. Wang, F.-Y. Wang, and Q. Ji, “Learning-by-synthesis for accurate eye detection,” in Proceedings - International Conference on Pattern Recognition, vol. 0, 2016, pp. 3362–3367.

105.  C. Gou, Y. Wu, F.-Y. Wang, and Q. Ji, “Shape augmented regression for 3D face alignment,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9914 LNCS, pp. 604–615, 2016.

106.  R. Qin, Y. Yuan, and F.-Y. Wang, “Exploring optimal frequency caps in real time bidding advertising,” in Proceedings - 2016 IEEE International Conferences on Big Data and Cloud Computing, BDCloud 2016, Social Computing and Networking, SocialCom 2016 and Sustainable Computing and Communications, SustainCom 2016, 2016, pp. 385–392.

107.  F.-Y. Wang, L.-Q. Yang, J. Yang, Y. Zhang, S. Han, and K. Zhao, “Urban intelligent parking system based on the parallel theory,” in 2016 International Conference on Computing, Networking and Communications, ICNC 2016, 2016.

108.  R. Qin, Y. Yuan, and F.-Y. Wang, “Optimizing market segmentation granularity in RTB advertising: A computational experimental study,” in Proceedings - 2016 IEEE International Conferences on Big Data and Cloud Computing, BDCloud 2016, Social Computing and Networking, SocialCom 2016 and Sustainable Computing and Communications, SustainCom 2016, 2016, pp. 401–407.

109.  J. Wang, C. Man, Y. Zhao, and F.-Y. Wang, “An answer recommendation algorithm for medical community question answering systems,” in Proceedings - 2016 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2016, 2016, pp. 139–144.

110.  Y. Yuan and F.-Y. Wang, “Towards blockchain-based intelligent transportation systems,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2016, pp. 2663–2668.

111.  Y. Zhao, J. Wang, F.-Y. Wang, X. Shi, and Y. Lv, “Paragraph vector based retrieval model for similar cases recommendation,” in Proceedings of the World Congress on Intelligent Control and Automation (WCICA), vol. 2016-Septe, 2016, pp. 2220–2225.

112.  Y. Zhao, F.-Y. Wang, J. Wang, X. Shi, and Q. Zhang, “Knowledge automation in online medical inquiry platforms,” in Proceedings of the INFORMS International 2016 Annual Meeting (INFORMS 2016), Waikoloa Village, Hawaii, USA, 2016.

113.  X. Gang, W. Kang, F.-Y. Wang, F. Zhu, Y. Lv, X. Dong, J. Riekki, and

                            i.                S. Pirttikangas, “Continuous Travel Time Prediction for Transit Signal Priority Based on a Deep Network,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2015-Octob, 2015, pp. 523–528.

114.  H. Mo, F.-Y. Wang, and F.H.Zhu, “Time-varying universe based linguistic dynamic analysis of timing design for paralle traffic light,” in 2015 International Conference on

                            i.                Informative and Cybernetics for Computational Social Systems (ICCSS, Chengdu, China, 2015, pp. 13–15,.

115.  Y. F. Zhao, F.-Y. Wang, H. Gao, F. H. Zhu, Y. S. Lv,  and  P.  J.  Ye,  in  IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2015-Octob, 2015, pp. 1183–1188.

116.  C. Gou, K. Wang, B. Li, and F.-Y. Wang, “Vehicle license plate recognition based on class-specific ERs and SaE-ELM,” in 2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014, 2014, pp. 2956–2961.

117.  Y. Liu, K. Wang, and F.-Y. Wang, “Visual vehicle tracking based on conditional random fields,” in 2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014, 2014, pp. 3106–3111.

118.  X. Wang, K. Zeng, X.-L. Zhao, and F.-Y. Wang, “Using Web data to enhance traffic situation awareness,” in 2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014, 2014, pp. 195–199.

119.  K. Zeng, X. Wang, Q. Zhang, X. Zhang, and F.-Y. Wang, “Behavior modeling of internet water army in online forums,” in IFAC Proceedings Volumes

                            i.                (IFAC-PapersOnline), vol. 19, 2014, pp. 9858–9863.

120.  Y.-F. Zhao, Q.-J. Kong, H. Gao, F.-H. Zhu, and F.-Y. Wang, “Parallel management for traffic signal control,” in 2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014, 2014, pp. 2888–2893.

121.  W. Huang, Z. Yu, F. Zhu, L. Yang, and F.-Y. Wang, “Applicability of short range wireless networks in V2I applications,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2013, pp. 231–236.

122.  Q.-J. Kong, F.-Y. Wang, F. Zhu, and G. Xiong, “An overview of artificial transportation systems,” in Proceedings of 2013 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2013, 2013, pp. 253–258.

123.  Y. Li, F.-Y. Wang, B. Li, B. Tian, F. Zhu, G. Xiong, and K. Wang, “A multi-scale model integrating multiple features for vehicle detection,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2013, pp. 399–403.

124.  R. Qin, Y. Yang, F.-Y. Wang, and D. Zeng, “Boundary value problems for stochastic budget distribution in search advertisements,” in Proceedings of 2013 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2013, 2013, pp. 225–230.

125.  Z. Shen, K. Wang, and F.-Y. Wang, “Application of vector ordinal optimization to the transportation systems with agent based modeling,” in Proceedings of 2013 IEEE International Conference on Automation Science and Engineering, Madison, USA, 2013, pp. 17–20,.

126.  Y. Yao, X. Gang, K. Wang, F. Zhu, and F.-Y. Wang, “Vehicle detection method based on active basis model and symmetry in ITS,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2013, pp. 614–618.

127.  Z. Shen, K. Wang, and F.-Y. Wang, “GPU based Non-dominated Sorting Genetic Algorithm-II for multi-objective traffic light signaling optimization with agent based

                            i.                modeling,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2013, pp. 1840–1845.

128.  Y. Hu, X. Liu, F.-Y. Wang, and C. Cheng, “An overview of agent-based evacuation models for building fires,” in Proceedings of 2012 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, 2012, pp. 382–386.

129.  S. Li, Z. Shen, and F.-Y. Wang, “A weighted pattern recognition algorithm for short-term traffic flow forecasting,” in Proceedings of 2012 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, 2012, pp. 1–6.

130.  G. Xiong, J. Hou, F.-Y. Wang, T. R. Nyberg, J. Zhang, and M. FU, “Parallel system method to improve safety and reliability of nuclear power plant,” in Proceedings of the 8th World Congress on Intelligent Control and Automation (WCICA 2011, Taipei, China, 2011, p. 237–242.

131.  G. Yuan and F.-Y. Wang, “Recognizing vehicle-contours with a compositional deformable model,” in Proceedings of 2011 IEEE International Conference on Vehicular Electronics and Safety, ICVES 2011, 2011, pp. 232–237.

132.  F. Zhu, F.-Y. Wang, R. Li, Y. Lv, and S. Chen, “Modeling and analyzing transportation systems based on ACP approach,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2011, pp. 2136–2141.

133.  C.-J. Cheng, F. Cui, and F.-Y. Wang, “An investigation of Parallel Management Information System technology based on Service-Oriented Architecture,” in Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010, 2010, pp. 342–345.

134.  F. Cui, C. Cheng, F.-Y. Wang, W. Wei, L. Li, and Y. Zou, “Accelerated gpu computing technology for parallel management systems,” in 8th World Congress on Intelligent Control and Automation (WCICA, Jinan, China, 2010, pp. 5343—-5347.

135.  M. Hong, F.-Y. Wang, X. Zhiquan, and C. Qian, “Linguistic dynamic systems based on type-2 fuzzy sets and their stabilities*,” in the 29th Chinese Control Conference, Beijing, China, 2010, p. 801–804.

136.  X. Li, W. Mao, D. Zeng, and F.-Y. Wang, “Automatic construction of domain theory for attack planning,” in ISI 2010 - 2010 IEEE International Conference on Intelligence and Security Informatics: Public Safety and Security, 2010, pp. 65–70.

137.  C. Nie, D. Zeng, X. Zheng, F.-Y. Wang, and H. Zhao, “Modeling open source software bugs with complex networks,” in Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010, 2010, pp. 375–379.

138.  Y. Ou, S. Tang, and F.-Y. Wang, “Computational experiments for studying impacts of land use on traffic systems,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2010, pp. 1813–1818.

139.  J. Peng, D. Zeng, H. Zhao, and F.-Y. Wang, “Collaborative filtering in social tagging systems based on joint item-tag recommendations,” in International Conference on Information and Knowledge Management, Proceedings, 2010, pp. 809–818.

140.  D. Sang, B. Lv, H. He, J. He, and F.-Y. Wang, “Analysis of neural interaction in motor cortex during reach-to-grasp task based on Dynamic Bayesian Networks,” in 2010

                            i.                Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC’10, 2010, pp. 4140–4143.

141.  Z. Shen, F.-Y. Wang, C.-J. Cheng, and W.-N. Zhong, “A fuzzy model on how the management affects a worker’s state,” in Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010, 2010, pp. 58–63.

142.  P. Su, W. Mao, D. Zeng, and F.-Y. Wang, “Employing cost-sensitive learning in cultural modeling,” in Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010, 2010, pp. 398–403.

143.  G. Xiong, T. Qin, F.-Y. Wang, L. Hu, and Q. Shi, “Design and improvement of KPI system for materials management in power group enterprise,” in Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010, 2010, pp. 171–176.

144.  G. Xiong, T. R. Nyberg, and F.-Y. Wang, “Real-time Manufacturing Integration and Intelligence Solution applied in global process industry,” in Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010, 2010, pp. 270–275.

145.  G. Xiong, D. Fan, S. Liu, T. R. Nyberg, and F.-Y. Wang, “Mass customization manufacturing solution for cell phone production,” in 2010 IEEE International Conference on Automation and Logistics, ICAL 2010, 2010, pp. 518–523.

146.  G. Xiong, L. Hu, T. Qin, T. R. Nyberg, F.-Y. Wang, and Q.-S. Shi, “Design and improvement of the material coding standardization for power group enterprise,” in 2010 IEEE International Conference on Automation and Logistics, ICAL 2010, 2010, pp. 597–602.

147.  G. Yuan, S. Tang, and F.-Y. Wang, “Reconstructing car shape from a still image,” in Proceedings of 2010 IEEE International Conference on Vehicular Electronics and Safety, ICVES 2010, 2010, pp. 162–167.

148.  X. Li, W. Mao, D. Zeng, P. Su, and F.-Y. Wang, “Performance evaluation of classification methods in cultural modeling,” in 2009 IEEE International Conference on Intelligence and Security Informatics, 2009, pp. 248–250.

149.  Z. Cao, D. Zeng, Q. Wang, F.-Y. Wang, and X. Zheng, “Risk analysis of time of birth to the hand-foot-mouth epidemic,” in Proceedings of the 2009 Biosurveillance and Biosecurity Workshop, Taipei, 2009, p. 24–25.

150.  B. Lv, D. Sang, H. He, F.-Y. Wang, and J. He, “Evaluating neural interaction in motor cortex during reach-to-grasp task from the spike train data,” in Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009, 2009.

151.  S. Peng, M. Wenji, D. Zeng, L. Xiaochen, and F.-Y. Wang, “Handling class imbalance problem in cultural modeling,” in 2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009, 2009, pp. 251–256.

152.  L. Li, D. Zeng, and F.-Y. Wang, “Equilibrium bidding strategy for GSP keyword auctions,” in 19th Workshop on Information Technologies and Systems, WITS 2009, 2009, pp. 109–114.

153.  W. Youzhong, D. Zeng, Z. Xiaolong, and F.-Y. Wang, “Propagation of online news: Dynamic patterns,” in 2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009, 2009, pp. 257–259.

154.  X. Zhang and F.-Y. Wang, “Design and simulation of the tire pressure sensor based on the SAW resonator and the tire capacitor impedance,” in IEEE Intelligent Vehicles Symposium, Proceedings, 2009, pp. 1173–1178.

155.  X. Zheng, C. D., W. Z., Q., and F.-Y. Wang, “Exploring evolutionary patterns of sars networks,” in Proceedings of the 2009 Biosurveillance and Biosecurity Workshop, Taipei, 2009, pp. 24–25,.

156.  X. Zheng, D. Zeng, A. Sun, Y. Luo, Q. Wang, and F.-Y. Wang, “Inferring missing infectious links: A case study using 2003 beijing sars outbreak data,” in Proceedings of the 2009 Biosurveillance and Biosecurity Workshop, Taipei, 2009, pp. 24–25,.

157.  J. Zhou, K. Wang, S. Tang, and F.-Y. Wang, “Trajectory learning and analysis based on kernel density estimation,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2009, pp. 178–183.

158.  F.-Y. Wang, “Social Computing: Fundamentals and applications,” in 2008 IEEE International Conference on Intelligence and Security Informatics, 2008, pp. xxxv–xxxviii.

159.  L. Bin, F.-Y. Wang, Y. Qingming, and G. Hui, “Closing the control loop in intelligent spaces systems: control over wireless networks with a packet loss perspective,” in 2008 IEEE/ASME International Conference on Mechatronics and Embedded Systems and Applications, MESA 2008, 2008, pp. 186–191.

160.  C.-L. Hsieh, J. Zhan, D. Zeng, and F.-Y. Wang, “Preserving privacy in joining recommender systems,” in Proceedings of the 2nd International Conference on Information Security and Assurance, ISA 2008, 2008, pp. 561–566.

161.  J. Li, S. Tang, and F.-Y. Wang, “An investigation on ATS from the perspective of complex systems,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2008, pp. 20–24.

162.  Q. Yao, H. Gao, B. Liu, and F.-Y. Wang, “MODEL - Moving object detection  and localization in wireless networks based on small-scale fading,” in  SenSys’08  - Proceedings of the 6th ACM Conference on Embedded Networked Sensor Systems, 2008, pp. 451–452.

163.  X. Zheng, D. Zeng, A. Sun, Y. Luo, Q. Wang,  and  F.-Y.  Wang,  “Network-based analysis of Beijing SARS data,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5354 LNBI, pp. 64–73, 2008.

164.  L. Li, F.-Y. Wang, and Y. Zhang, “Cooperative driving at lane closures,” in IEEE Intelligent Vehicles Symposium, Proceedings, 2007, pp. 1156–1161.

165.  Z. Li, F. He, Q. Yao, and F.-Y. Wang, “Signal controller design for agent-based traffic control system,” in 2007 IEEE International Conference on Networking, Sensing and Control, ICNSC’07, 2007, pp. 199–204.

166.  J. Li, S. Tang, X. Wang, and F.-Y. Wang, “A software architecture for Artificial Transportation Systems - principles and framework,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2007, pp. 229–234.

167.  B. Liu, F.-Y. Wang, J. Geng, Q. Yao, H. Gao, and B. Zhang, “Intelligent spaces: An overview,” in 2007 IEEE International Conference on Vehicular Electronics and Safety, ICVES, 2007.

168.  W. Mao, D. Zeng, L. Zhang, D. Wei, and F.-Y. Wang, “Social modeling and reasoning for security informatics,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4430 LNCS, pp. 321–322, 2007.

169.  Y. Li, F. Zhu, Y. Ai, and F.-Y. Wang, “On automatic and dynamic camera calibration based on traffic visual surveillance,” in IEEE Intelligent Vehicles Symposium, Proceedings, 2007, pp. 358–363.

170.  X. Qiao, K.-F. Wang, Y. Sun, W.-L. Huang, and F.-Y. Wang, “A genetic algorithms based optimization for TTCAN,” in 2007 IEEE International Conference on Vehicular Electronics and Safety, ICVES, 2007.

171.  X. Qiao, Z. Wang, Y. Sun, F. He, and F.-Y. Wang, “A CAN and OSEK NM based siren for automobiles,” in 2007 IEEE International Conference on Networking, Sensing and Control, ICNSC’07, 2007, pp. 868–873.

172.  Y. Sun, W.-L. Huang, S.-M. Tang, X. Qiao, and F.-Y. Wang, “Design of an OSEK/VDX and OSGi-based embedded software platform for vehicular applications,” in 2007 IEEE International Conference on Vehicular Electronics and Safety, ICVES, 2007.

173.  L. Zhao and F.-Y. Wang, “The design of self-organizing fuzzy neural networks based on GA-ECPSO and MBP,” in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, 2007, pp. 1618–1623.

174.  K. Wang, H. Huang, Y. Li, and F.-Y. Wang, “Research on lane-marking line based camera calibration,” in 2007 IEEE International Conference on Vehicular Electronics and Safety, ICVES, 2007.

175.  K. Wang, Q. Yao, X. Qiao, S. Tang, and F.-Y. Wang, “Moving object refining in traffic monitoring applications,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2007, pp. 540–545.

176.  C. X. Wei, X. B. Cao, Y. W. Xu, H. Qiao, and F.-Y. Wang, “The treelike assembly classifier for pedestrian detection,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4430 LNCS, pp. 232–237, 2007.

177.  Q. Yao, F.-Y. Wang, H. Gao, K. Wang, and H. Zhao, “Location estimation in ZigBee network based on fingerprinting,” in 2007 IEEE International Conference on Vehicular Electronics and Safety, ICVES, 2007.

178.  L. Zhao and F.-Y. Wang, “Design for self-organizing fuzzy neural networks using a novel hybrid learning algorithm,” in 2007 IEEE Congress on Evolutionary Computation, CEC 2007, 2007, pp. 2972–2979.

179.  D. Zeng, L. Zhang, D. Wei, and F.-Y. Wang, “A web portal for terrorism activities in China,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4430 LNCS, pp. 307–308, 2007.

180.  L. Zhao and F.-Y. Wang, “Design for recurrent fuzzy neural networks using MSC-MFS and PSO-MBP,” in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, 2007, pp. 1602–1607.

181.  W. Zhu and F.-Y. Wang, “Properties of the third type of covering-based rough sets,” in Proceedings of the Sixth International  Conference  on  Machine  Learning  and Cybernetics, ICMLC 2007, vol. 7, 2007, pp. 3746–3751.

182.  L. Zhao and F.-Y. Wang, “Short-term fuzzy traffic flow prediction using self-organizing TSK-type fuzzy neural network,” in 2007 IEEE International Conference on Vehicular Electronics and Safety, ICVES, 2007.

183.  D. Chen, X. B. Cao, Y. W. Xu, H. Qiao, and F.-Y. Wang, “A SVM-based classifier with shape and motion features for a pedestrian detection system,” in IEEE Intelligent Vehicles Symposium, Proceedings, 2006, pp. 331–335.

184.  F. He, Q. Miao, Y. Li, F.-Y. Wang, and S. Tang, “Modeling and analysis of artificial transportation system based on multi-agent technology,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2006, pp. 1120–1124.

185.  F. He, F.-Y. Wang, and S. Tang, “An agent-based controller for vehicular automation,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2006, pp. 771–776.

186.  Z. Li, F.-Y. Wang, Q. Miao, and F. He, “An urban traffic control system based on mobile multi-agents,” in 2006 IEEE International Conference on Vehicular Electronics and Safety, ICVES, 2006, pp. 103–108.

187.  Z. Li, K. Wang, L. Li, and F.-Y. Wang, “A review on vision-based pedestrian detection for intelligent vehicles,” in 2006 IEEE International Conference on Vehicular Electronics and Safety, ICVES, 2006, pp. 57–62.

188.  Q. Miao, Z. Wang, F.-Y. Wang, S. Tang, and F. He, “An implementation of artificial transportation systems based on JXTA,” in 2006 IEEE International Conference on Vehicular Electronics and Safety, ICVES, 2006, pp. 93–97.

189.  Y. Sun, F.-Y. Wang, Z.-X. Wang, X. Qiao, and K.-F. Wang, “A scheduling algorithm for vehicular application specific embedded operating systems,” in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, vol. 3, 2006, pp. 2535–2540.

190.  S. Tang, F.-Y. Wang, G. Wang, X. Jia, and F. Liu, “Development and research of intelligent transportation systems in china’s tenth five-year plan,” in Proceedings of 2006 IEEE International Conference on Intelligent Transportation Systems Conference, Toronto, Ont., Canada, 2016, pp. 17–20,.

191.  K. Wang, Z. Li, Y. Sun, X. Qiao, and F.-Y. Wang, “An embedded system for

                            i.                vision-based driving environment perception,” in Proceedings of the 2nd IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, MESA 2006, 2006.

192.  J. Xu, W.-S. Yu, and F.-Y. Wang, “Ramp metering based on adaptive critic designs,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2006, pp. 1531–1536.

193.  Y. W. Xu, X. B. Cao, H. Qiao, and F.-Y. Wang, “A cascaded classifier for pedestrian detection,” in IEEE Intelligent Vehicles Symposium, Proceedings, 2006, pp. 336–343.

194.  W. Zhu and F.-Y. Wang, “Relationships among three types of covering rough sets,” in

                            i.                2006 IEEE International Conference on Granular Computing, 2006, pp. 43–48.

195.  F. Zhu, Z. Wang, F.-Y. Wang, and S. Tang, “Modeling interactions in artificial transportation systems using petri net,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2006, pp. 1131–1136.

196.  W. Zhu and F.-Y. Wang, “Axiomatic systems of generalized rough sets,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4062 LNAI, pp. 216–221, 2006.

197.  W. Zhu, C. Thomborson, and F.-Y. Wang, “Obfuscate arrays by homomorphic functions,” in 2006 IEEE International Conference on Granular Computing, 2006, pp. 770–773.

198.  W. Zhu and F.-Y. Wang, “Properties of the first type of covering-based rough sets,” in Proceedings - IEEE International Conference on Data Mining, ICDM, 2006, pp. 407–411.

199.  D.-Z. He, F.-Y. Wang, and W. Li, “Dynamic preemption threshold scheduling for specific real-time control systems,” in 2005 IEEE Networking, Sensing and Control, ICNSC2005 - Proceedings, 2005, pp. 395–400.

200.  L. Li, F.-Y. Wang, and Q. Zhou, “A watch in developments of intelligent tire inspection and monitoring,” in 2005 IEEE International Conference on Vehicular Electronics and Safety Proceedings, vol. 2005, 2005, pp. 333–338.

201.  L. Li, F.-Y. Wang, and H. Kim, “Cooperative driving and lane changing at blind crossings,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2005, 2005, pp. 435–440.

202.  L. Li, F.-Y. Wang, and Q. Zhou, “A robust observer designed for vehicle lateral motion estimation,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2005, 2005, pp. 417–422.

203.  W. Li, R. Li, D. He, and F.-Y. Wang, “Intelligent traffic signal system based on networked control,” in 2005 IEEE Networking, Sensing and Control, ICNSC2005 - Proceedings, vol. 2005, 2005, pp. 587–591.

204.  L. Li, G. Lai, and F.-Y. Wang, “Safe steering speed estimation and optimal trajectory planning for intelligent vehicles,” in 2005 IEEE Networking, Sensing and Control, ICNSC2005 - Proceedings, vol. 2005, 2005, pp. 722–727.

205.  L. Li and F.-Y. Wang, “Cooperative driving at adjacent blind intersections,” in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, vol. 1, 2005, pp. 847–852.

206.  Y. Li, F.-Y. Wang, F. He, and Z. Li, “OSGi-based service gateway architecture for intelligent automobiles,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2005, 2005, pp. 861–865.

207.  L. Li, F.-Y. Wang, and Q. Zhou, “An LMI approach to robust vehicle steering controller design,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2005, 2005, pp. 90–95.

208.  Y. Lin and F.-Y. Wang, “Modular structure of fuzzy system modeling using wavelet networks,” in 2005 IEEE Networking, Sensing and Control, ICNSC2005 - Proceedings, vol. 2005, 2005, pp. 671–676.

209.  Y. Sun and F.-Y. Wang, “A design architecture for OSEK/VDX-based vehicular application specific embedded operating systems,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2005, 2005, pp. 882–887.

210.  Y. Lin and F.-Y. Wang, “Predicting chaotic time series using adaptive wavelet-fuzzy inference system,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2005, 2005, pp. 888–893.

211.  F.-Y. Wang, “Global monitoring and security assistance based on next generation internet for public and safety enhancement,” in Proceedings of 2005 IEEE International Conference on Intelligent Transportation Systems (ITSC’05, Vienna, Austria, 2005, pp. 16–16,.

212.  F.-Y. Wang and S. Tang, “A framework for artificial transportation systems: From computer simulations to computational experiments,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2005, 2005, pp. 1130–1134.

213.  F.-Y. Wang, “Agent-based control strategies for smart and safe vehicles,” in 2005 IEEE International Conference on Vehicular Electronics and Safety  Proceedings, vol. 2005, 2005, pp. 331–332.

214.  H. Zhang, F.-Y. Wang, and Y. Ai, “An OSGi and agent based control system architecture for smart home,” in 2005 IEEE Networking, Sensing and Control, ICNSC2005 - Proceedings, vol. 2005, 2005, pp. 13–18.

215.  H. Zhang and F.-Y. Wang, “A review of Petri Net based modeling and verification for embedded real-time systems,” in Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - DETC2005, vol. 4, 2005, pp. 257–264.

216.  X. Zhang, Z. Wang, W. Li, D. He, and F.-Y. Wang, “A fuzzy logic controller for an intelligent tires system,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2005, 2005, pp. 875–881.

217.  H. Zhang and F.-Y. Wang, “A scheduling algorithm of time-triggered period tasks for distributed embedded system,” in Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - DETC2005, vol. 4, 2005, pp. 55–60.

218.  Q. Zhou, F.-Y. Wang, and L. Li, “Robust sliding mode control of 4WS vehicles for automatic path tracking,” in IEEE Intelligent Vehicles Symposium, Proceedings, vol. 2005, 2005, pp. 819–826.

219.  D.-Z. He, F.-Y. Wang, W. Li, and X.-W. Zhang, “Hybrid earliest deadline first

                            i.                /preemption threshold scheduling for real-time systems,” in Proceedings of 2004 International Conference on Machine Learning and Cybernetics, vol. 1, 2004, pp. 433–438.

220.  F.-Y. Wang, G. Lai, and S. Tang, “An application specific knowledge engine for researches in intelligent transportation systems,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2004, pp. 841–846.

221.  X. Zhang, F.-Y. Wang, Z. Wang, W. Li, and D. He, “Intelligent tires based on wireless passive surface acoustic wave sensors,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2004, pp. 960–964.

222.  Q. Zhou and F.-Y. Wang, “Driver assisted fuzzy control of yaw dynamics for 4WD vehicles,” in IEEE Intelligent Vehicles Symposium, Proceedings, 2004, pp. 425–430.

223.  F.-Y. Wang and C.-H. Wang, “Agent-based control systems for operation and management of intelligent network-enabled devices,” in SMC’03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483), vol. 5, 2003, pp. 5028–5033 vol.5.

224.  D. Chen, J. Zhang, J. Wang, and F.-Y. Wang, “Freeway traffic stream modeling based on principal curves,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 1, 2003, pp. 368–372.

225.  G. Lai and F.-Y. Wang, “A new safety warning system based on implementation of digital vehicle/highway technology,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2, 2003, pp. 1776–1779.

226.  L. Li and F.-Y. Wang, “Parking guidance system for front wheel steering vehicles using trajectory generation,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2, 2003, pp. 1770–1775.

227.  L. Li, F.-Y. Wang, G. Lai, and F. Wu, “Online autonomous guidance system for remote experiments in control engineering,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 3, 2003, pp. 2444–2449.

228.  L. Li and F.-Y. Wang, “An integrated design framework for driver/ passenger-oriented trajectory planning,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2, 2003, pp. 1764–1769.

229.  G. Qin, A. Ge, and F.-Y. Wang, “On-board fault diagnosis system of automated manual transmission control system,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2, 2003, pp. 932–937.

230.  L. Li and F.-Y. Wang, “Trajectory generation for driving guidance of front wheel steering vehicles,” in IEEE Intelligent Vehicles Symposium, Proceedings, 2003, pp. 231–236.

231.  S. Tang and F.-Y. Wang, “A new measure for evaluating level of service for traffic operational systems,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 1, 2003, pp. 130–135.

232.  F.-Y. Wang, X. Wang, L. Li, P. Mirchandani, and Z. Wang, “Design and construction of a digital vehicle proving ground,” in Proceedings of IEEE 2003 Intelligent Vehicles Symposium, Columbus, OH, USA, 2003, pp. 9–11,.

233.  F.-Y. Wang, “Integrated intelligent control and management for urban traffic systems,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2, 2003, pp. 1313–1317.

234.  F.-Y. Wang, G. Lai, and P. Mirchandani, “Deployment of digital vehicle/highway technology for safety enhancement,” in IEEE Intelligent Vehicles Symposium, Proceedings, 2003, pp. 204–207.

235.  L.-X. Zhu and F.-Y. Wang, “Component-based constructing approach for application specific embedded operating systems,” in Proceedings of 2003 IEEE Intelligent Transportation Systems, vol. 12, Oct. 12-15, Shanghai, China, 2003, p. 1338–1343.

236.  L. Chen and F.-Y. Wang, “A neuro-fuzzy system approach for forecasting short-term freeway traffic flows,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2002, pp. 747–751.

237.  H. Gao, L. Li, R. Liu, and F.-Y. Wang, “Changeable phases signal control of an isolated intersection,” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 5, pp. 436–439, 2002.

238.  X. Gong and F.-Y. Wang, “Three improvements on KNN-NPR for traffic flow forecasting,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2002-Janua, 2002, pp. 736–740.

239.  L. Li and F.-Y. Wang, “The automated lane-changing model of intelligent vehicle highway systems,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2002-Janua, 2002, pp. 216–218.

240.  L. Li, H. Gao, R. Liu, and F.-Y. Wang, “Control signal coordination of two adjacent traffic intersections,” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 6, pp. 255–260, 2002.

241.  L. Li and F.-Y. Wang, “Vehicle trajectory generation for optimal driving guidance,” in

                            i.                IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2002-Janua, 2002, pp. 231–235.

242.  X.-M. Liu and F.-Y. Wang, “Study of city area traffic coordination control on the basis of agent,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, vol. 2002-Janua, 2002, pp. 758–761.

243.  X. Liu and F.-Y. Wang, “An agent-based study of coordination control for metropolitan area traffic flow,” in Proceedings of IEEE International Conference on Intelligent Transportation Systems, Singapore, Sept, 2002, pp. 3–6,.

244.  S. Tang, X. Gong, and F.-Y. Wang, “Traffic incident detection algorithm based on non-parameter regression,” in Proceedings of 2002 IEEE International Conference on Intelligent Transportation Systems, Singapore, 2002, pp. 3–6,.

245.  F.-Y. Wang and T. Yang, “From conventional dynamic systems to linguistic dynamic systems,” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 7, pp. 403–408, 2002.

246.  F.-Y. Wang, Y.T.Lin, X. Huang, Z. Wang, S.  Jian,  and Q.  Wu,  “Smart control  for smart consumer appliances: a neuro-fuzzy-based approach,” in Proc. of Int’l Appliance Technical Conference, Columbus, Ohio, USA, March, 2001, p. 25–28.

247.  M. Fu, C. Yeo, Y. Lin, and F.-Y. Wang, “WAVES: Towards real time laboratory experiments in cyberspace,” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 5, pp. 3470–3474, 2001.

248.  X. Gong, D. Chen, X.-M. Liu, S. Tang, and F.-Y. Wang, “Initial investigation on traffic flow characteristics of beijing no. 3 loop highway,” in Proceedings of 2001 IEEE International Conference On Systems, vol. 4, Man, and Cybernetics, Tucson, AZ, USA, 2001, p. 2511–2515.

249.  G. Lai, M. Liu, F.-Y. Wang, and D. Zeng, “Web caching: Architectures and performance evaluation survey,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 5, 2001, pp. 3039–3044.

250.  J. Li and F.-Y. Wang, “An adaptive algorithm for processing both periodic and aperiodic messages in intelligent home gateway,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 5, 2001, pp. 3479–3482.

251.  X. Liu, D. Chen, X. Gong, S. Tang, W. Xu, F. Wu, and F.-Y. Wang, “Study on the loop control structure of traffic flow based on self-organization theory,” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 2, pp. 1377–1383, 2001.

252.  M. Liu, F.-Y. Wang, D. Zeng, and L. Yang, “An overview of world wide web caching,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 5, 2001, pp. 3045–3050.

253.  S. A. Nobe and F.-Y. Wang, “An overview of recent developments in automated lateral and longitudinal vehicle controls,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 5, 2001, pp. 3447–3452.

254.  F.-Y. Wang and Y. Huang, “A non-trial-and-error method for phase-lead and phase-lag compensator design,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 3, 2001, pp. 1654–1660.

255.  Q. Wu, F.-Y. Wang, and Y. Lin, “A mobile-agent based distributed intelligent control system architecture for home automation,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 3, 2001, pp. 1648–1653.

256.  M. Fu, C. Yeo., Y. Lin, and F.-Y. Wang, “Waves: Web-based audio/video educational systems for real-time laboratory experiments,” IEEE Symposium on Advance in Control Education, vol. 33, no. ue: 31, p. 205–212, 2000.

257.  F.-Y. Wang, Y. Lin, and J. B. Pu, “Linguistic dynamic systems and computing with words for complex systems,” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 4, pp. 2399–2404, 2000.

258.  F.-Y. Wang, Y. Lin, Q. Wu, P. M. Fu, and C. Yeo, “Architecture and implementation of intelligent control systems for smart consumer appliances via Internet,” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 1, pp. 599–602, 2000.

259.  F.-Y. Wang, “Network-based neuro-fuzzy control systems for smart consumer electronics,” in Proceedings of 5th US-Sino Conf on Science and Technology, Beijing, 1999.

260.  J. Xiao, F.-Y. Wang, and W.N.Chen, “Optimization of mass and rigidity distributions for flexible manipulators,” in Proceedings of 14th International Conference on Computers and Their Applications, Cancun, Mexico, 1999.

261.  P. Zhou, F.-Y. Wang, and  P.Lever,  “Concurrent  optimization  of  structure  and controller of flexible robotic arms,” in Proceedings of 14th International Conference on Computers and Their Applications, Cancun, Mexico, 1999.

262.  P. Zhou and F.-Y. Wang, “Mechatronics-based integrated construction and control of flexible manipulators,” in Proceedings of the 14th World Congress of International Federation of Automatic Control, Beijing, China, 1999.

263.  P. Zhou, F.-Y. Wang, and P.Lever, “Mechatronics for optimal design of flexible robotic arms,” in Proceedings of the 14th World Congress of International Federation of Automatic Control, Beijing, China, 1999.

264.  F.-Y. Wang and G. Saridis, “On dynamic error back propagation for neuro-fuzzy networks,” in Fifth International Conference on Fuzzy Theory and Technology, Research Triangle Park, NC, 1997, pp. 1–5,.

265.  F.-Y. Wang, “Outline for a computational theory of  linguistic  dynamic  systems,”  in First International Workshop on Semiotic Analysis and Design of Intelligent Systems, Research Triangle Park, NC, 1997, pp. 1–5,.

266.  Z. Shan, H.-m. Kim, and F.-Y. Wang, “Plant identification and performance optimization for neuro-fuzzy networks,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 4, 1996, pp. 2607–2612.

267.  X. Shi, P. J. A. Lever, and F.-Y. Wang, “Experimental robotic excavation with fuzzy logic and neural networks,” in Proceedings - IEEE International Conference on Robotics and Automation, vol. 1, 1996, pp. 957–962.

268.  F.-Y. Wang and H. Zhang, “A computational approach for linguistic systems and its application to hybrid control systems,” in Proceedings of 1996 IEEE International Conference on Systems, Man and Cybernetics, Beijing, China, 1996, pp. 14–17,.

269.  F.-Y. Wang, P. Zhou, and P. Lever, “Dynamic effects of rotatory inertia and shear deformation on flexible manipulators,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 3, 1996, pp. 2315–2320.

270.  P. X. Zhou, M. S. Williams, and F.-Y. Wang, “On the closed-loop design of flexible robotic links,” in Proceedings of the IEEE International Conference on Systems,  Man and Cybernetics, vol. 3, 1996, pp. 1712–1717.

271.  X. Shi, F.-Y. Wang, and P. J. A. Lever, “Task and behavior formulations for robotic rock excavation,” in IEEE International Symposium on Intelligent Control - Proceedings, 1995, pp. 248–253.

272.  F.-Y. Wang, “Modeling, analysis and synthesis of linguistic dynamic systems: A computational theory,” in Proc. of IEEE International Workshop on Architecture for Semiotic Modeling and Situation Control in Large Complex Systems, Monterrey, CA, 1995.

273.  F.-Y. Wang and J. L. Russell, “A new approach to optimum flexible link design,” in Proceedings of 1995 IEEE International Conference on Robotics & Automation, Nagoya, Japan, 1995, p. 931–936.

274.  H.-M. Kim and F.-Y. Wang, “Design of adaptive neuro-fuzzy controllers,” in Proceedings of IEEE International Conference on Systems, Man and Cybernetics, vol. 2, 1994, pp. 1809–1814 vol.2.

275.  F.-Y. Wang, M.Marefat, P. J. Lever, and L. Schooley, “An intelligent robotic vehicle for lunar/martian applications,” in Proc. of 4th International Conference on Engineering, Construction, and Operations in Space, Albuquerque, NM, 1994.

276.  P. J.A.Lever, F.-Y. Wang, and D.Q.Chen, “A fuzzy control system for an automated mining excavator,” in Proceedings of 1994 IEEE International Conference on Robotics and Automation, vol. 4, San Diego, CA, 1994, pp. 8–13,.

277.  P. Lever, F.-Y. Wang, X. Shi, and D. Chen, “A fuzzy-behavior-based approach for controlling mining excavator bucket/rock interactions,” in Proceedings of 1994 IEEE Industry Applications Society Annual Meeting, vol. 3, Denver, CO, USA, 1994, p. 2126–2133.

278.  P. Lever and F.-Y. Wang, “Intelligent excavation control for a lunar mining system,” in Proc. of 4th International Conference on Robotics for Challenging Environments, Albuquerque, NM, 1994, p. 97–105.

279.  F.-Y. Wang and D. D. Chen, “Learning laws for neural-network implementation of fuzzy control systems,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 2, 1994, pp. 1803–1808.

280.  F.-Y. Wang, H.-m. Kim, and M. Zhou, “Dynamic back propagation for neuro-fuzzy networks,” in Proc of IEEE International Conference on Electronics and Information Technology, Beijing, China, 1994.

281.  F.-Y. Wang and P. Lever, “On-line trajectory planning for autonomous robotic excavation based on a force/torque sensor measurements,” in Proceedings of 1994 IEEE International Conference on Multi-Sensor Fusion and Intelligent Systems, Las Vegas, NV, USA, 1994, p. 371–378.

282.  C. Askew, M. Sundareshan, and F.-Y. Wang, “A neural network pattern classification approach for payload adaptive regulation of flexible manipulators,” in Proceedings of American Control Conference, San Francisco, CA, USA, 1993, p. 2518–2519.

283.  F.-Y. Wang and T.R.Chen, “Structure and motion estimation by optical flow for flexible bodies,” in Proc. of 9th International CAD/CAM, Robotics and Factories of the Future Conference, Newark, NJ, 1993.

284.  F.-Y. Wang, P.Lever, L. Schooley, and M. Marefat, “Development of an intelligent robotic vehicle system for lunar/martian applications,” in Proc. of the 1st Chinese World Congress on Intelligent Control and Intelligent Automation, Beijing, China, 1993.

285.  F.-Y. Wang, “Optimum design of flexible robot arms: A mechatronic approach,” in Proc. of the First Chinese World Congress on Intelligent Control and Intelligent Automation, Beijing, China, 1993.

286.  F.-Y. Wang and J. L. Russell, “Minimum-weight robot arm for a specified fundamental frequency,” in Proceedings - IEEE International Conference on Robotics and Automation, vol. 3, 1993, pp. 490–495.

287.  F.-Y. Wang, “Finding the maximum bandwidth of a flexible arm,” in Proceedings of the IEEE Conference on Decision and Control, vol. 1, 1993, pp. 619–620.

288.  F.-Y. Wang and B. Pu, “Planning time-optimal trajectory for coordinated robot arms,” in Proceedings of 1993 IEEE Conference on Robotics and Automation, Atlanta, Georgia, USA, 1993, p. 245–250.

289.  F.-Y. Wang, “Adaptive design of fuzzy control systems using neural networks,” in Proc. of the First Chinese World Congress on Intelligent Control and Intelligent Automation, Beijing, China, 1993.

290.  F.-Y. Wang and B. Pu, “Time-optimal trajectory generation for coordinated robotic manipulators using cell-to-cell mapping method,” in Proceedings of SPIE - The International Society for Optical Engineering, vol. 1612, 1992, pp. 115–122.

291.  F.-Y. Wang and T. Yi, “Modeling and control of rotating robotic space platforms,” in

                            i.                Proceedings of IEEE Int’l Conf. on Decision and Control, Tucson, AZ, 1992.

292.  F.-Y. Wang and B. Pu, “Optimal trajectory generation for coordinated robotic manipulators using cell-to-cell mapping method,” in Proc. of SPIE Conference on Intelligent Robotic Systems, Boston, MA, 1992.

293.  H. Xie and F.-Y. Wang, “Modeling, analysis, and performance evaluation of cim systems using petri nets,” in Proceedings of Japan-US Symposium on Flexible Automation, San Francisco, CA, 1992.

294.  F.-Y. Wang, “Supervisory control for concurrent discrete event dynamic systems based on petri nets,” in [1992] Proceedings of the 31st IEEE Conference on Decision and Control.   IEEE, 1992, pp. 1196–1197.

295.  F.-Y. Wang, O. Kwan, and T.-Y. Yi, “Dynamic modeling of rotating flexible platforms,” in [1992] Proceedings of the 31st IEEE Conference on Decision and Control. IEEE, 1992, pp. 1315–1316.

296.  F.-Y. Wang and J. L. Russell, “Optimum shape construction of flexible manipulators with tip loads,” in [1992] Proceedings of the 31st IEEE Conference on Decision and Control.   IEEE, 1992, pp. 311–316.

297.  F.-Y. Wang and G. Saridis, “Suboptimal control for nonlinear stochastic systems,” in [1992] Proceedings of the 31st IEEE Conference on Decision and Control.                IEEE, 1992, pp. 1856–1861.

298.  F.-Y. Wang and S. G.N., “Coordination structures for specification of integration in intelligent machines,” in Proceedings of 1991 IEEE International Conference on Robotics and Automation, vol. 3, Sacramento, CA, USA, Apr, 1991, p. 9–11.

299.  F.-Y. Wang, H. Jungnitz, and K. Gildea, “Performance analysis of mms using gspn,” in Proceedings. 1991 IEEE International Conference on Robotics and Automation. IEEE Computer Society, 1991, pp. 1573–1574.

300.  F.-Y. Wang, “A modified reachability tree for petri nets,” in Conference Proceedings 1991 IEEE International Conference on Systems, Man, and Cybernetics.                         IEEE, 1991, pp. 329–334.

301.  F.-Y. Wang and G.N.Saridis, “Petri net transducers for task translation in intelligent machines,” in Proceedings of IFAC International Workshop on Discrete Event Systems Theory and Applications in Manufacturing and Social Phenomena, Shen Yang, China, 1991, p. 86–90.

302.  F.-Y. Wang, S.Jagdale, and H. Xie, “Specification and verification of a cim system,” in Proceedings of IFAC International Symposium on Distributed Intelligent Systems (DIS’91, Washington, D.C, 1991.

303.  F.-Y. Wang and G. Saridis, “Task plan generation for intelligent machines,” in Proceedings. 5th IEEE International Symposium on Intelligent Control 1990.                                           IEEE, 1990, pp. 677–682.

304.  F.-Y. Wang and G. K., “Manufacturing message specification design and analysis using petri nets,” in Proc. of International Workshop on Formal Methods in Engng Design, Manufacturing, and Assembly, Colorado, CO, 1990.

305.  F.-Y. Wang and G. Saridis, “A model for coordination of intelligent machines using petri nets,” in Pro. Third IEEE International Symposium on Intelligent Control, Arlington, VA, USA, 1988, p. 28–33.

Research Grants

• Co-PI,Intelligent Management and Control Technology for Vehicle Road Collaboration of Internet Connected Vehicles, ¥86M, Department of Science and Technology of Guangdong Province, China, 2020-2022.

• PI,Research on Cooperation Framework and Interaction Mechanism of Human Machine Hybrid Multi-agent, ¥5.5M, Ministry of Science and Technology, China, 2019-2023.

• Co-PI, Parallel Verification and Analysis System of Urban Traffic Based on Big Data, ¥3.27M, National Natural Science Foundation of China, 2019-2022.

• PI, Intel Collaborative Research Institute for Intelligent and Automated Connected Vehicles, $0.6M, Intel Corporation, 2018-2021

• Co-PI Research and Application Validation of Parallel Driving Technology Based on Intelligent Intelligence Fusion of Man-Machine Intention, ¥4 M, Beijing Municipal Science and Technology Commission, 2018-2019.

• PI, Application of Artificial Intelligence Adaptive Technology in K12 Education, ¥2M, Shanghai Yixue Education Technology Co., Ltd., 2018-2019.

• Co-PI, Funds Plan of Strategy Research and Platforms Construction for Steering Group of Experts, ¥1.5M, National Natural Science Foundation of China, 2017-2018.

• PI, Research and Verification of Knowledge Automation Systems for Production Planning in Process Industry Based on the CPSS, ¥3.4M, National Natural Science Foundation of China, 2016-2020.

• PI, Industries 5.0 Demonstration Project, ¥3B, QDMG and Huatong Inc., China, 2016-2020.

• PI, Intelligent Industries Development Fund, ¥200M, Venture Capital Investment, China, 2015-2020.

• PI, Intelligent Vehicles Proving Ground Project, ¥150M, CSMG, China, 2015-2018.

• PI, Intelligent Enterprise Systems, ¥180M, QDMG, China, 2014-2020.

• PI, ERP3.0: Research on the Theory and Key Technology of Parallel Management Systems for Enterprises, ¥2.47M, National Natural Science Foundation of China, 2013-2017.

• Co-PI, CC 5.0 and Intel 5.0: Computational Experiments, Knowledge Automation, Parallel Systems and Parallel Testing, ¥4.7B, DRF, China, 2012-2015.

• PI, Cloud Computing for Intelligent Systems and Applications, ¥20M, DGMG, China, 2012- 2014.

• PI, Management and Control of Complex Systems, ¥48M, Ministry of Science and Technology, China, 2011-2016.

• PI, Social Computing and Parallel Systems, ¥5M, Chinese Academy of Sciences, China, 2010-2013.

• PI, Method and Application of Intelligent Control and Computational Intelligence (Phase II), ¥5.5M, National Natural Science Foundation of China, 2010-2012.

• PI, Social Computing in E-Commerce, ¥2.85M, National Natural Science Foundation of China, 2009-2012.

• PI, Social Computing: Prototype Systems, ¥8M, Chinese Academy of Sciences, China, 2008-2011.

• PI, Basic Theory and Prototype System of Information and Security Informatics and Social Computing, ¥8M, Chinese Academy of Sciences, China, 2008-2009

• PI, Knowledge-based Multimedia Search Technologies and Service-Oriented Vertical Search Engines, Hi-tech Research and Development Program of China (863 Project), ¥5M, Ministry of Science and Technology, China, 2007-2010.

• PI, Method and Application of Intelligent Control and Computational Intelligence, ¥5M, National Natural Science Foundation of China, 2007-2009.

• PI, Outstanding Team Grant, ¥8.6M, the National Natural Science Foundation and Chinese Academy of Sciences, China, 2005-2012.

• PI, Information and Security Informatics Research Team, ¥6M, Chinese Academy of Sciences, China, 2005-2008

• PI, Knowledge-based Multimedia Search Technologies and Service-Oriented Vertical Search Engines, Hi-tech Research and Development Program of China (863 Project), ¥5M, Ministry of Science and Technology, China, 2005-2008.

• PI, Intelligence and Security Informatics, ¥6M, International Cooperation Program, Chinese Academy of Sciences, China, 2005-2008.

• PI, Social Computing: Theory and Applications, ¥5M, Chinese Academy of Sciences, China, 2005-2007.

• PI, Research of Computing with Word and Linguistic Dynamic Systems, ¥70K, National Natural Science Foundation of China, 2005.

• PI, Agent-based Control for Networked Systems, ¥2M, Key Project Program, the National Science Foundation and Chinese Academy of Sciences, China, 2004-2008.

• PI, Research on the Control Theory and Method under the Internet Environment, ¥1M, National Natural Science Foundation of China, 2004-2007.

• PI, Development of Embedded Vehicular Computing Platforms, ¥3M, the Provincial Key Technical Research Program, Department of Science and Technology, Shandong Province, China, 2004-2006.

• PI, OSEK/VDX & OSGi-based Embedded Vehicular Software Platform ¥1.5M, Hi-tech Research and Development Program (863 Project), Ministry of Science and Technology, China, 2004-2005.

• Co-PI, Reconfigurable Systems for Networked Manufacturing Systems, ¥55M, The National Key Fundamental Research Program (973 Project), Ministry of Science and Technology, China, 2003-2008.

• PI, Agent-based Technology for Real-time Networked Manufacturing Systems, ¥1.5M, Department of Science and Technology, Shandong Province, China, 2003-2006.

• PI, Laboratory Development Matching Grant, ¥3.75M, National Key Laboratory Program, Chinese Academy of Sciences, China, 2002-2007.

• PI, Laboratory Development Grant, ¥2M, National Key Laboratory Program, Ministry of Science and Technology, China, 2002-2007.

• PI, Intelligent Control Theory, ¥0.8M, National Natural Science Foundation of China, 2002- 2005.

• PI, Digital Highway and Vehicles, $300K, DOT, USA, 2002-2005.

• PI, Sino-US Joint Center for Intelligent Control and Systems, $750K, Kelon Group and Chinese Academy of Sciences, China, 2001-2003.

• PI, Intelligent Transportation Systems for Integrated Traffic Control and Management, ¥720K, Key Project in the Knowledge Innovation Program, Chinese Academy of Sciences, China, 2001-2002.

• PI, Outstanding Young Scientist Award, ¥1.6M, the National Natural Science Foundation and Chinese Academy of Sciences, China, 2001.

• PI, PARCS (Program for Advanced Research in Complex Systems) Grant, $50K, ABB USA, 2001.

• PI, PARCS (Program for Advanced Research in Complex Systems) Scholarship Grant, $41K, Tang Education Foundation, 2001.

• PI, Development in Telematics, Vehicular Navigation Systems, and Intelligent Home Systems, $1.5M, Kelon Group, China, 2000-2003.

• PI, Integrated Design and Control of Flexible Manipulators, ¥150K, National Natural Science Foundation of China, 1999-2002.

• PI, Mechatronic Design and Control of IBM High-Performance Tape Track Following Systems, $90K, IBM, San Jose, CA, 1999-2000.

• PI, Outstanding Oversea Talent Award, ¥2M, the State Planning and Development Council and Chinese Academy of Sciences, China, 1999.

• PI, Outstanding Oversea Talent Award, ¥2M, the State Planning and Development Council and Chinese Academy of Sciences, China, 1999.

• PI, Integrated Platform for Internet-based Laboratory Experiments, $400K+$650 In-Kind Support, the National Science Foundation, USA, 1998-2001.

• PI, Vehicles with Intelligent Systems for Transport Automation (VISTA Project), $100K, the Arizona State Legislature, 1998-1999.

• Co-PI, Soft Distributed Control Systems for In Situ Copper Leaching, $6.5M, BHP Copper Corporation, 1998-1999.

• PI, An Agent-Based Distributed Control System for Leaching Processes, $150K, PWI Inc., 1998-1999.

• PI, A PLC Control System for BGA Assembly Stations, RVSI Corporation, $70K, 1998.

• Co-PI, Robotic Excavation Techniques for Wheel Loaders, $2.0M, Caterpillar Corporation, 1996-1999.

• PI, Development of a Computer-Based Scheduling Model for Planning and Operational Control of Leach Operations, $55K, Copper Range Co., MI, 1995-1996.

• Co-PI, Training Program in Motor Control Neurobiology, $1.2M, National Institute of Health, 1994-1997.

• PI, Automated Robotic Mining Excavation using Fuzzy Logic and Neural Networks, $36K, National Science Foundation, USA, 1994-1995.

• PI, A Vision-Based Intelligent Real-Time Control System for Mining Tasks in Dynamic Environments, $200K, Arizona Mining and Mineral Resource Research Institute,1993-1994.

• PI, An Intelligent Vehicle for Lunar/Martian Applications, $200K, Seed Grant from NASA, 1992-1993.

• PI, High-Autonomous Control System Development for Lunar/Martian Oxygen Production Plant, $200K, NASA, 1991-1993.

• PI, Design and Evaluation of Communication Protocols for LAN-Connected Machines Environments, $14K, AT&T Science and Engineering Foundation, 1991-1992.

Patents

• “Method and System of Keeping and Controlling Formation of Unmanned Vehicles” Chinese Patent Number ZL201711072217.3 February 2020

• “Formation Method, Storage Device and Processing Unit of Unmanned Devices”, Chinese Patent Number ZL201710650445.8 November 2020

• “Method, System and Apparatus for Traffic Path Recommending based on Parallel Integrated Learning” Chinese Patent Number ZL201910793353.4 December 2020

• “Method, System and Apparatus for Short-time Traffic Flow Prediction Method Based on Hybrid Depth Learning” Chinese Patent Number ZL201910842242.8 December 2020

• “Vehicle Detection Method Based on Hybrid Image Template” United States Patent Number US10157320B2 December 2018

• “Docker-based Experimental Method for Large-scale Computation of Artificial Traffic System” Chinese Patent Number ZL 201510518249.6, February 2018

• “Robustness Prospect Detection Method Based on Multi-view Learning” Chinese Patent Number ZL 201510174979.9 April 2018

• “A Method of Determining The Proportion of Partially Random Allocation of Traffic Evacuation Destinations” Chinese Patent Number ZL 201410785365.X May 2018

• “3D Printer Spray Nozzle Capable of Adjusting Cross Section Areas of Extruded Materials and Method for Controlling Printing Speed and Precision of the 3D Printer Spray Nozzle” United States Patent Number US10016929B2 July 2018

• “Method for Detecting Traffic Violation” United States Patent Number US9704060B2 July 2017

• “A Short Range Travel Time Prediction Method” Chinese Patent Number ZL201510345977.1 October 2017

• “A License Plate Recognition Method Based on Extreme Value Region and Extreme Learning Machine” Chinese Patent Number ZL201410374155.1 June 2017

• “A Traffic Data Compensation Method” Chinese Patent Number ZL201410336212.7 April 2017

• “A Detection System and Method for Illegally Operating Vehicles” Chinese Patent Number ZL201410361120.4 February 2017

• “3D Printing System” Chinese Patent Number ZL201480000261.1 November 2016

• “A Short-term Traffic Flow Forecasting Method” Chinese Patent Number ZL201410398861.X August 2016

• “A Detection and Prediction System and Method for Supply and Demand State of Public Transportation” Chinese Patent Number ZL201410293589.9 March 2016

• “A Traffic Accident Assistant Processing System and Method” Chinese Patent Number ZL201410064895.5 December 2015

• “Docker Based Large-scale Experimental Computation with Artificial Transportation System” Chinese Patent Number ZL201510518249.6 August 2015

• “A Short-term Traffic Flow Prediction Method” Chinese Patent Number ZL201410398861.X August 2014

• “A Social Interaction Network Generation Method and Device Based on Artificial Transportation Systems” Chinese Patent Number ZL201410065242.9 February 2014

• “A License Plate Recognition Method Based on Extreme Region and Extreme Learning Machine” Chinese Patent Number ZL201410374155.1 July 2014

• “An Intelligent Traffic Information Collection System and Method Based on Wireless Sensor Network” Chinese Patent Number ZL201410512888.7 September 2014

• “Traffic Signal Timing Recommendation System and Methods Based on ACP” Chinese Patent Number ZL201410373407.9 July 2014

• “An Optimization Method and System for Evacuation  Control  Scheme  Based  on Virtual Actural Interaction” Chinese Patent Number ZL201310037281.3 January 2013

• “A Vehicle Detection and Tracking Method Based on Vehicle Position Characteristics” Chinese Patent Number ZL201210340153.1 September 2012

• “An Auto-Inspection System for Vehicle Failures” Chinese Patent Number 200510098348.X September 2005

• “vASOS: An Embedded Vehicular Operating System” Chinese Patent Number 200510098349.4 September 2005

• “An Embedded Vehicle Auto-Navigation System and the Corresponding Methods” Chinese Patent Number 200510098351.1 September 2005

• “iHS: An Integrated Home Server” Chinese Patent Number 00131035.6 March 2002

• “aDCS: A Networked Distributed Control System”, Chinese Patent Number 00131033.X March 2002

• “hASOS: A Real Time Operating Platform for Home Automation” Chinese Patent Number 00131037.2 March 2002

• “A Neuro-Fuzzy Controller for Remote Operations of Networked Systems” Chinese Patent Number 00130888.2 March 2002

• “A WAP-Based Communication System for Smart Homes” Chinese Patent Number 00130887.4 March 2002

Professional Certification and Awards

IFAC Pavel J. Nowacki Distinguished Lecturer for 2020-2023 Triennium                                             In 2021

IEEE ITSS Outstanding Application Award                                                                                            In 2021

First Prize in Natural Sciences, Chinese Association of Automation                                                     In 2020

IFAC Outstanding Service Award                                                                                                           In 2020

IEEE SMC Andrew Sage Award Best Transactions Paper Award                                                          In 2019

Second Prize in Science and Technology, China Intelligent Transportation Systems Association         In 2019

First Prize in Creative Founder Award, China Association of Inventions                                                In 2018

Special Prize in Science and Technology Progress,Chinese Association of Automation                       In 2018

First Prize in Science and Technology, China Highway and Transportation Society                              In 2017

First Prize in Science and Technology Progress, Chinese Association of Automation                           In 2017

IEEE Transactions on Neural Networks and Learning Systems Outstanding Paper Awards                 In 2017

Second Prize in Natural Sciences, Chinese Association of Automation                                                 In 2016

First Class Award in Natural Sciences, Chinese Association of Automation                                          In 2015

IEEE ITSS Outstanding Application Award                                                                                            In 2015

IEEE SMC Society Norbert Wiener Award                                                                                             In 2014

ASME/IEEE Achievement Award in Mechatronic/Embedded Systems                                                 In 2012

IEEE ITSS Outstanding Research Award                                                                                              In 2011

IEEE ITSS Outstanding Application Award                                                                                            In 2009

IEEE ITSS Outstanding Service and Leadership Award                                                                        In 2009

National Prize in Natural Sciences of China                                                                                          In 2007

ASME Outstanding Service Award                                                                                                        In 2007

Excellent Advisor Award: Chinese Academy of Sciences                                                                     In 2006

Excellent Advisor Award: Chinese Academy of Sciences                                                                     In 2004

Beijing Science and Technology Progress Award                                                                                 In 2004

Excellent Performance Award for Hundred Talents: Chinese Academy of Sciences                            In 2002

Taylor Franklin Best Paper Award                                                                                                         In 2002

IEEE SMC Outstanding Service Award                                                                                                 In 2002

Innovation and Contribution Award: ABB Inc.                                                                                       In 2002

Outstanding Young Scientist Award: Natural Science Foundation of China                                         In 2001

Outstanding Contribution Award: IBM                                                                                                  In 2000

Outstanding Technical Contribution Award:  BHP Copper                                                                    In 1999

Oversea Outstanding Talent Award: Chinese Academy of Sciences                                                    In 1999

Excellent Academic Award: Chinese Association of Science and Technology (USA)                          In 1999

Technical Innovation Award: Caterpillar                                                                                                In 1996

Outstanding Technical Contribution Award: AT&T Foundation                                                             In 1994

Honor

International Federation of Automatic Control (IFAC) Fellow                                                                 In 2007

•       For outstanding contributions to intelligent control systems and their applications.

American Society of Mechanical Engineers (ASME) Fellow                                                                   In 2007

•       For outstanding contributions in mechanics, robotics, mechatronics, and embedded systems.

American Association for the Advancement of Science (AAAS) Fellow                                                  In 2007

•       For significant contributions to the field of complex systems and intelligence science, particularly for theory and methods in social computing, computational intelligence, and intelligent control.

International Council of Systems Engineering (INCOSE) Fellow                                                            In 2005

•       For significant contributions to theory and applications of intelligent and complex systems.

Institute of Electrical and Electronics Engineers (IEEE) Fellow                                                               In 2003

•       For contributions to intelligent control systems and applications to complex systems.

Professional Society Membership

State Specially Appointed Expert

AAAS Fellow

ASME Fellow

IFAC Fellow

INCOSE Fellow

IEEE Fellow

Outstanding Scientist of ACM