Intelligent Control and Machine Learning: Concepts and Applications Keynote
Hak-Keung Lam
IEEE Fellow
King’s College London, U.K
Abstract:
This talk is to give an introduction to the integration of intelligent control and machine learning that will cover the concepts of open/closed-loop control systems/models. The idea of fuzzy logic will be introduced and its significance to the topic. Various applications ranging from robot control, drug administration to biomedical engineering problems will be introduced. It will demonstrate the concept that how to bring together intelligent control techniques and the machine learning algorithm for lab-based and practical applications.
Brief Biography:
Hak-Keung Lam received the B.Eng. (Hons.) and Ph.D. degrees in electronic and information engineering form the Hong Kong Polytechnic University, Hong Kong, in 1995 and 2000, respectively. During the period of 2000 and 2005, he worked with the Department of Electronic and Information Engineering at The Hong Kong Polytechnic University as Post- Doctoral Fellow and Research Fellow respectively. He joined as a Lecturer at King’s College London in 2005 and is currently a Reader.
His current research interests include intelligent control, computational intelligence and machine learning. He has served as a program committee member, international advisory board member, invited session chair and publication chair for various international conferences and a reviewer for various books, international journals and international conferences. He is an associate editor for IEEE Transactions on Fuzzy Systems, IEEE Transactions on Circuits and Systems II: Express Briefs, IET Control Theory and Applications, International Journal of Fuzzy Systems, Neurocomputing and Nonlinear Dynamics; and guest editor and on the editorial board for a number of international journals. He was named as highly cited researcher and is an IEEE fellow.
He is a coeditor of two edited volumes: Control of Chaotic Nonlinear Circuits (World Scientific, 2009) and Computational Intelligence and Its Applications (World Scientific, 2012), and author/coauthor of three mono- graphs: Stability Analysis of Fuzzy-Model-Based Control Systems (Springer, 2011), Polynomial Fuzzy Model Based Control Systems (Springer, 2016) and Analysis and Synthesis for Interval Type-2 Fuzzy-Model-Based Systems (Springer, 2016).
