个人简介
陈俊龙(C. L. Philip Chen)博士是华南理工大学特聘讲席教授,计算机科学与工程学院院长;欧洲科学院外籍院士,欧洲科学与艺术学院院士,中国自动化学会副理事长,曾任澳门大学科技学院院长,美国美国德州大学工学院终身教授,工学院副院长及电机计算机系主任。陈教授是IEEE Fellow,美国科学促进会AAAS Fellow,IAPR Fellow,香港工程师学会 Fellow,我国自动化学会的Fellow及常务理事。
陈教授在国际重要学术刊物上发表论文500余篇,其中SCI文章400余篇(300余篇在IEEE Transactions),在Web of Science 他人引用17000余次,谷歌学术引用30000余次。2016年他获得了母校—美国普度大学的杰出电机及计算机工程奖(Outstanding Electrical and Computer Engineering Award)。2018年获 IEEE系统人机控制论的最高学术奖--IEEE 诺伯特·维纳奖(Norbert Wiener Award)。2018、2019、2020连续三年入选科瑞唯安(Clarivate)全球高被引科学家。
学历
◆ 博士, 美国普渡大学,美国,1985-1988
◆ 硕士,美国密歇根大学安娜堡分校,美国,1983-1985
教学经历
本科课程
◆ 计算机网络(Computer Networking)
◆ 程序语言(Program Languages)
◆ 计算机控制(Computer Controls)
◆ 机器人(Robotics)
研究生课程
◆ 计算智能(Computational Intelligence)
◆ 神经网络(Neural Networks)
◆ 高级计算机工程数学(Advanced Computer Engineering Mathematics)
◆ 机器人和控制(Robotics and Controls)
工作经历
◆ 2019-至今 院长,华南理工大学计算机科学与工程学院(中国,广州)
◆ 2010-至今 讲座教授,前院长(2010-2017),澳门大学科学与技术学院(中国,澳门)
◆ 2005-2009 副院长,德州大学圣安东尼分校电机及计算工程系(美国,德州)
◆ 2002-2010 教授, 德州大学圣安东尼分校电机及计算工程系(美国,德州)
◆ 1989-2002 教授 (1999), 副教授 (1995), 助理教授, 莱特州立大学计算机科学及工程系(美国,俄亥俄州)
◆ 1988-1989 访问助理教授, 普渡大学(美国,印第安纳州)
获奖情况
◆2019年12月 广东省科技进步奖一等奖(跨域多维电子围网关键技术及应用)。
◆ 2016年7月 澳门自然科学奖(用于建模的计算智能系统、跟踪控制中的决策支持和城市交通援助) 自然科学。
◆ 2014年7月 澳门自然科学奖(特征分析与多媒体安全技术) 澳门自然科学。
科研项目
◆ 2018年-至今 机器人和控制 人工智能。
◆ 2016年-2017年 高级计算机工程学 人工智能。
Honors in ISI Web of Knowledge
Thirty-Two papers listed in “Highly Cited Papers” (高度被引用論文), within top 1% of papers published in ISI database, 5 of which are in top 0.1% (see baseline indices), by the ISI Web of Knowledge, Essential Science Indicators (基本科學指標) from May 2006 to May 2016 (10-year window frame) at the same time. These are:
One paper in IEEE TRANS on NEURAL NETWORKS, Vol. 22, No. 7, pp. 1162-1167, JUL 2011.
One paper in IEEE TRANS on NEURAL NETWORKS, Vol. 22, No. 8, pp. 1328-1334, AUG 2011.
One paper in IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, Vol. 14, No. 4, pp. 981-997, 2012.
One paper in FUTURE GENERATION COMPUTER SYSTEMS, Vol. 28, No. 2, pp. 391-404, FEB 2012.
One paper in IEEE TRANS on FUZZY SYSTEMS, Vol. 21, No. 2, pp. 275-288, APR 2013.
One paper in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING , Vol. 52, No. 1, pp. 574-581, JAN 2014.
One paper in Signal Processing, Vol. 97, pp. 172-182, APR 2014.
One paper in IEEE TRANS on CYBERNETICS, Vol. 44, No. 5, pp. 583-593, MAY 2014.
One paper in IEEE TRANS on NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 25, No. 6, pp. 1217- 1226, JUN 2014.
One paper in INFORMATION SCIENCES, Vol. 275, pp. 314-347, AUG 10, 2014.
One paper in IEEE TRANS on NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 26, No. 1, pp. 165- 176, JAN 2015.
One paper in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING , Vol. 53, No. 2, pp. 1082-1095, FEB 2015.
One paper in IEEE TRANS on CYBERNETICS, Vol. 45, No. 3, pp. 521-532, MAR 2015.
One paper in INFORMATION SCIENCES, Vol. 297, pp. 80-94, MAR 10, 2015.
One paper in IEEE TRANS on NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 26, No. 5, pp. 1007- 1018, MAY 2015.
One paper in IET CONTROL THEORY AND APPLICATIONS, Vol. 9, No. 13, pp. 1927-1934, AUG 27 2015.
One paper in IEEE TRANS on FUZZY SYSTEMS, Vol. 23, No. 5, pp. 1458-1473, OCT 2015.
One paper in IEEE TRANS on NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 27, No. 1, pp. 139-150, JAN 2016.
One paper in IEEE TRANS on CYBERNETICS, Vol. 46, No. 1, pp. 9-19, JAN, 2016.
One paper in IEEE TRANS on CYBERNETICS, Vol. 46, No. 2, pp. 524-534, FEB 2016.
One paper in IEEE TRANS on FUZZY SYSTEMS, Vol. 24, No. 1, pp. 140-152, FEB 2016.
One paper in IEEE TRANS on CYBERNETICS, Vol. 46, No. 7, pp. 1591-1601, JUL 2016.
One paper in IEEE TRANS on NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 27, No. 7, pp. 1562-1571, JUL 2016.
One paper in IEEE TRANS on CYBERNETICS, Vol. 46, No. 10, pp. 2311-2322, OCT 2016.
One paper in IEEE TRANS on FUZZY SYSTEMS, Vol. 25, No. 1, pp. 191-204, FEB 2017.
One paper in IEEE TRANS on NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 28, No. 2, pp. 294-307, FEB 2017.
One paper in IEEE TRANS on CYBERNETICS, Vol. 47, No. 3, pp. 600-611, MAR 2017.
One paper in IEEE TRANS on FUZZY SYSTEMS, Vol. 25, No. 3, pp. 556-568, JUN 2017.
One paper in IEEE TRANS on NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 28, No. 7, pp. 1531-1541, JUL 2017.
One paper in IEEE TRANS on CYBERNETICS, Vol. 47, No. 8, pp. 2151-2160, AUG 2017.
One paper in IEEE TRANS on FUZZY SYSTEMS, Vol. 25, No. 5, pp. 1252-1263, OCT 2017.
One paper in IEEE TRANS on CYBERNETICS, Vol. 47, No. 11, pp. 3747-3757, NOV 2017.
近期论文
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1、Yan-Jun Liu, Shaocheng Tong, C. L. Philip Chen and Dong-Juan Li, Adaptive NN Control Using Integral Barrier Lyapunov Functionals for Uncertain Nonlinear Block-Triangular Constraint Systems, IEEE Transactions On Cybernetics, Volume: 47, Issue: 11, Pages: 3747-3757, Published: NOV 2017.
2、Ci Chen, Zhi Liu , Kan Xie, Yanjun Liu, Yun Zhang, and C. L. Philip Chen, Adaptive Fuzzy Asymptotic Control of MIMO Systems With Unknown Input Coefficients Via a Robust Nussbaum Gain-BasedApproach, IEEE Transactions on Fuzzy Systems, Volume: 25, Issue: 5, Pages: 1252-1263, Published: OCT 2017.
3、Guoxing Wen, C. L. Philip Chen, Yan-Jun Liu, Zhi Liu, Neural Network-Based Adaptive Leader-Following Consensus Control for a Class of Nonlinear Multiagent State-Delay Systems, IEEE Transactions On Cybernetics, Volume: 47, Issue: 8, Special Issue: SI Pages: 2151-2160, Published: AUG 2017.
4、Yan-Jun Liu, Shu Li, Shaocheng Tong, C. L. Philip Chen, Neural Approximation-Based Adaptive Control for a Class of Nonlinear Nonstrict Feedback Discrete-Time Systems, IEEE Transactions On Neural Networks And Learning Systems, Volume: 28,Issue: 7, Pages: 1531-1541, Published: JUL 2017.
5、Chen. C, Liu. Z, Zhang. Y, C. L.Philip Chen, Xie. SL, Asymptotic Fuzzy Tracking Control for a Class of Stochastic Strict-Feedback Systems, IEEE Transactions on Fuzzy Systems, Volume: 25, Issue: 3, Pages: 556-568, Published: JUN 2017.
6、Licheng Liu, Long Chen, C. L. Philip Chen, Yuan Yan Tang, Chi Man Pun, Weighted Joint Sparse Representation for Removing Mixed Noise in Image, IEEE Transactions On Cybernetics, Volume: 47, Issue: 3, Pages: 600-611, Published: MAR 2017.
7、W. J. Cao, Y. C. Zhou, C. L. Philip Chen, and L. M. Xia, “Medical Image Encryption Using Edge Maps,” Signal Processing, Volume: 132, Pages: 96-109, Published: MAR 2017.
8、Lai. GY, Liu. Z, Zhang. Y, C. L. Philip Chen, Xie, SL, Asymmetric Actuator Backlash Compensation in Quantized Adaptive Control of Uncertain Networked Nonlinear Systems, IEEE Transactions On Neural Networks And Learning Systems, Volume: 28, Issue: 2, Pages: 294-307, Published: FEB 2017
9、Lai. GY, Liu. Z, Zhang. Y, C. L. Philip Chen, Xie. SL, Liu. YJ, Fuzzy Adaptive Inverse Compensation Method to Tracking Control of Uncertain Nonlinear Systems With Generalized Actuator Dead Zone,IEEE Transactions on Fuzzy Systems, Volume: 25, Issue: 1, Pages: 191-204, Published: FEB 2017
10、Y. M. Cheung, M. Li, Q. M. Peng, and C. L. Philip Chen, “A Cooperative Learning-Based Clustering Approach To Lip Segmentation Without Knowing Segment Number,” IEEE Transactions On Neural Networks And Learning Systems, Volume: 28, Issue: 1, Pages: 80-93, Published: Jan, 2017.
11、C. L. Philip Chen, T. Zhang, L. Chen, and S. K. Tam, “I-Ching Divination Evolutionary Algorithm and its Convergence Analysis,” IEEE Transactions On Cybernetics, Volume: 47, Issue: 1, Pages: 2-13, Published: Jan 2017.
12、J. W. Duan, L. Chen, and C. L. Philip Chen, “Multifocus Image Fusion Using Superpixel Segmentation And Superpixel-Based Mean Filtering,” Applied Optics, Volume: 55, Issue: 36, Pages: 10352-10362, Published: Dec 20, 2016.
13、Cheng Lian, Zhigang Zeng, W. Yao, H. M. Tang, and C. L. P. Chen, “Landslide Displacement Prediction With Uncertainty Based on Neural Networks With Random Hidden Weights,” IEEE Transactions on Neural Networks and Learning Systems, Volume: 27, Issue: 12, Pages: 2683-2695, Published: Dec, 2016.
14、Wang, Fang; Liu, Zhi; Zhang, Yun“Adaptive Quantized Fuzzy Control of Stochastic Nonlinear Systems With Actuator Dead-Zone,”Information Sciences, Volume: 370, Pages: 385-401, Published: Nov 20, 2016.
15、Ci Chen, Zhi Liu, Y. Zhang, C. L. P. Chen, and S. L. Xie, “Saturated Nussbaum Function Based Approach for Robotic Systems with Unknown Actuator Dynamics,” IEEE Transactions on Cybernetics, Volume: 46, Issue: 10, Pages: 2311-2322, Published: Oct, 2016.
16、Guanyu Lai, Zhi Liu, C. L. Philip Chen, and Y. Zhang “Adaptive Asymptotic Tracking Control Of Uncertain Nonlinear System With Input Quantization,” Systems & Control Letters, Volume: 96, Pages: 23-29, Published: OCT, 2016.
17、C. L. P. Chen, D. C. Tao, X. G. You,“Big Learning In Social Media Analytics,” Neurocomputing, Volume: 204, SI, Pages: 1-2, Sep 5, 2016.
18、Hanzhen Xiao, Zhijun LiC. L. Philip Chen, “Formation Control of Leader-Follower Mobile Robots' Systems Using Model Predictive Control Based on Neural-Dynamic Optimization,” IEEE Transactions on Industrial Electronics, Volume: 63, Issue: 9, Pages: 5752-5762, Published: SEP, 2016.
19、Cheng Lian, C. L. Philip Chen, Zhigang Zeng, W. Yao, and H. M. Tang, “Prediction Intervals for Landslide Displacement Based on Switched Neural Networks,” IEEE Transactions on Reliability, Volume: 65, Issue: 3, Pages: 1483-1495, Published: Sep, 2016.
20、C. L. Philip Chen, Chang-E Ren, Tao Du, “Fuzzy Observed-Based Adaptive Consensus Tracking Control for Second-Order Multiagent Systems with Heterogeneous Nonlinear Dynamics,” IEEE Transactions on Fuzzy Systems, Volume: 24, Issue: 4, Pages: 906-915, Published: Aug, 2016.
21、Tong Zhang, Long Chen, and C. L.Philip Chen, “Clustering Algorithm Based on Spatial Shadowed Fuzzy C-means and I-Ching Operators,” International Journal of Fuzzy Systems, Volume: 18, Issue: 4, Pages: 609-617, Published: Aug, 2016.
22、C. L. P. Chen, G.X. Wen, Y. J. Liu, and Z. Liu, “Observer-Based Adaptive Backstepping Consensus Tracking Control for High-Order Nonlinear Semi-Strict-Feedback Multiagent Systems,” IEEE Trans. on Cybernetics Vol. 46, Issue 7, pp. 1591-1601, July 2016.
23、Y. J. Liu, J. Li, S. C. Tong, and C. L. P. Chen, “Neural Network Control-Based Adaptive Learning Design for Nonlinear Systems With Full-State Constraints,” IEEE Trans. on Neural Networks and Learning Systems, Vol. 27, Issue 7, pp. 1562-1571, July 2016.
24、Guanyu Lai, Zhi Liu, Yun Zhang, and C. L. P. Chen, “Adaptive Fuzzy Tracking Control of Nonlinear Systems With Asymmetric Actuator Backlash Based on a New Smooth Inverse”, IEEE Transactions on Cybernetics, Volume: 46, Issue: 6, pp. 1250-1262, Jun, 2016.
25、Z. Liu, F. Wang, Y. Zhang, and C.L.P. Chen, “Fuzzy Adaptive Quantized Control for a Class of Stochastic Nonlinear Uncertain Systems,” IEEE Trans. on Cybernetics, Vol. 46, Issue 2, Special Issue: SI, pp. 524-534, FEB 2016.
26、F. Wang, Z. Liu, Y. Zhang, C.L.P. Chen, “Adaptive Fuzzy Control for a Class of Stochastic Pure-Feedback Nonlinear Systems With Unknown Hysteresis,” IEEE Trans. Fuzzy Systems, Vol. 24, No. 1, pp. 140-152, Feb. 2016.
27、Yanjun Liu, Shaocheng Tong, C. L. Philip Chen, and Dongjuan Li, “Neural Controller Design-Based Adaptive Control for Nonlinear MIMO Systems with Unknown Hysteresis Inputs,” IEEE Trans. on Cybernetics, Vol. 46, Issue 1, pp. 9-19, Jan., 2016.
28、Yanjun Liu, Ying Gao, Shaocheng Tong, and C. L. Philip Chen, “A Unified Approach to Adaptive Neural Control for Nonlinear Discrete-Time Systems With Nonlinear Dead-Zone Input,” IEEE Trans. on Neural Networks and Learning Systems, Vol. 27, Issue 1, pp. 139-150, Jan., 2016.
29、Zhi Liu, Guanyu Lai, Yun Zhang, and C. L. Philip Chen, “Adaptive Fuzzy Tracking Control of Nonlinear Time-Delay Systems with Dead-Zone Output Mechanism Based on a Novel Smooth Model,” IEEE Transactions on Fuzzy Systems, Volume: 23, Issue: 6, Pages: 1998-2011, DEC 2015.
30、C. L. Philip Chen, Chun-Yang Zhang, Long Chen, and Min Gan, “Fuzzy Restricted Boltzmann Machine for the Enhancement of Deep Learning,” IEEE Transactions on Fuzzy Systems, Volume: 23, Issue: 6, Pages: 2163-2173, DEC 2015.
31、Y. Y. Tang, Yulong Wang, Luoqing Li, and C. L. Philip Chen, “Structural Atomic Representation for Classification,” IEEE Transactions on Cybernetics, Volume: 45, Issue: 12, Pages: 2905-2913, DEC 2015.
32、Xinge You, Weihua Ou, C. L. Philip Chen, Qiang Li, Ziqi Zhu, and Y. Y. Tang, “Robust Nonegative Patch Alignment for Dimensionality Reduction,” IEEE Trans on Neural Networks and Learning Systems, Vol. 26, Issue 11, pp. 2760-2771, Nov, 2015.
33、Jialu Du, Xin Hu, Hongbo Liu, and C. L. Philip Chen, “Adaptive Robust Output Feedback Control for a Marine Dynamic Positioning System Based on a High-Gain Observer,” IEEE Transactions on Neural Networks and Learning Systems, Volume: 26, Issue: 11, Pages: 2775-2786, NOV 2015.
34、C. L. Philip Chen, Licheng Liu, Long Chen, Y. Y. Tang, and Yicong Zhou, “Weighted Couple Sparse Representation with Classified Regularization for Impulse Noise Removal,” IEEE Transactions on Image Processing, Vol. 24, No. 11, pp. 4014-4026, Nov. 2015.
35、Xiaojie Su, Ligang Wu, Peng Shi, and C. L. Philip Chen, “Model Approximation for Fuzzy Switched Systems with Stochastic Perturbation,” IEEE Transactions on Fuzzy Systems, Volume: 23, Issue: 5, Pages: 1458-1473, OCT 2015.
36、Chun-Yang Zhang, C. L. Philip Chen, Min Gan, and L. Chen, “Predictive Deep Boltzmann Machine for Multiperiod Wind Speed Forecasting,” IEEE Transactions on Sustainable Energy, Volume: 6 Issue: 4, Pages: 1416-1425, OCT 2015
37、C. L. Philip Chen, Licheng Liu, Long Chen, Y. Y. Tang, and Yicong Zhou, “Weighted Couple Sparse Representation with Classified Regularization for Impulse Noise Removal,” IEEE Transactions on Image Processing, Vol. 24, No. 11, pp. 4014-4026, Nov. 2015.
38、Yicong Zhou, ZY Hua, CM Pun, and C. L. Philip Chen, Cascade Chaotic System with Applications,” IEEE Trans. on Cybernetics, Vol. 25, Issue 9, pp. 2001-2012, Sept 2015.
39、Guo-Xing Wen, C. L. Philip Chen, Yan-Jun Liu, and Zhi Liu, “Neural-Network-based Adaptive Leader-Following Consensus Control for Second-Order Nonlinear Multi-agent Systems,” IET Control Theory and Applications, Vol. 9, No. 13, pp. 1927-1934, Aug, 2015.
40、Yan-Jun Liu, Li Tang, Shaocheng Tong, and C. L. Philip Chen, “Adaptive NN Controller Design for a Class of Nonlinear MIMO Discrete-Time Systems,” IEEE Trans on Neural Networks and Learning Systems, Vol. 26, Issue 5, pp. 1007-1018, May, 2015.
41、Zhongyun Hua, Yicong Zhou, Chi-Man Pun, C. L. Philip Chen, “ 2D Sine Logistic modulation map for image encryption,” Information Sciences, Vol. 297, pp. 80-94, March 10, 2015
42、Z. Liu, Ci Chen, Yun Zhang, and C. L. Philip Chen, “Adaptive Neural Control for Dual-arm Coordination of Humanoid Robot With Unknown Nonlinearities in Output Mechanism,” IEEE Trans. on Cybernetics, Vol. 45, Issue 3, pp. 521-532, March 2015.
43、Y. Zhou, J. Peng, and C. L. Philip Chen, “Dimension Reduction Using Spatial and Spectral Regularized Local Discriminant Embedding for Hyperspectral Image Classification,” IEEE Trans. on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2014.2333539, Vol. 53, Issue 2, pp. 1082-1095, Feb, 2015.
44、Yan-Jun Liu, Li Tang, Shaocheng Tong, and C. L. Philip Chen, Reinforcement Learning Design-Based Adaptive Tracking Control with Less Learning Parameters for Nonlinear Discrete-Time MIMO Systems,” IEEE Trans on Neural Networks and Learning Systems, Vol. 26, Issue 1, pp. 165-176, Jan, 2015.