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个人简介
Since he began his academic career with the Department, he has constantly carried out active research work. His research interests are in the area of Machine learning including Supervised and unsupervised learning, Data mining, Pattern recognition and fault diagnostic. His early research interests focused on developing training algorithms and weight initialization methods for supervised neural networks. He has also applied his developed supervised learning algorithms on many engineering and physical science problems such as documents processing, control, signal processing, pattern recognition, and fault diagnostic. More recently, he works on high dimensional feature selection, data reduction, data visualization, and clustering.
Until now, he has published over 170 referred papers in international journals, 5 book chapters, and over 70 technical papers in international conference proceedings. He has also published a monograph book on Neural Networks. He received the Best paper award in the 2002 IEEE Industrial Electronics Society Annual meeting at Seville, Spain. He has successfully supervised over 18 Ph.D students. Apart from these research activities, he has been very active in professional services. He has been a regular technical reviewer for many renowned international journals, member of different international conference organizing committees. He has delivered talks, invited papers, and seminars in different universities and conferences. In practical engineering work, Chow has performed active consultancy and collaboration projects with CEPREI(China Electronic Product Reliability and Environmental Testing Research Institute), the Rolling Stock Department and Building Services Department of the KCRC, Hong Kong Electric, Hong Kong Royal Observatory, and Hong Kong MTRC. In professional activities, he has been an active Committee Member of the HKIE (Hong Kong Institution of Engineers) Control Automation and Instrumentation (CAI) division since 1992, and was the Division Chairman (1997-98) for the HKIE CAI division. He was also responsible for a 10 (half-hour) episodes radio broadcasting program on Information Technology Networks with the Radio Television Hong Kong. He was appointed by the Hong Kong SAR Government and has served as committee member of the Hong Kong Occupational Safety and Health Council for 6 years.
Until now, he has published over 170 referred papers in international journals, 5 book chapters, and over 70 technical papers in international conference proceedings. He has also published a monograph book on Neural Networks. He received the Best paper award in the 2002 IEEE Industrial Electronics Society Annual meeting at Seville, Spain. He has successfully supervised over 18 Ph.D students. Apart from these research activities, he has been very active in professional services. He has been a regular technical reviewer for many renowned international journals, member of different international conference organizing committees. He has delivered talks, invited papers, and seminars in different universities and conferences. In practical engineering work, Chow has performed active consultancy and collaboration projects with CEPREI(China Electronic Product Reliability and Environmental Testing Research Institute), the Rolling Stock Department and Building Services Department of the KCRC, Hong Kong Electric, Hong Kong Royal Observatory, and Hong Kong MTRC. In professional activities, he has been an active Committee Member of the HKIE (Hong Kong Institution of Engineers) Control Automation and Instrumentation (CAI) division since 1992, and was the Division Chairman (1997-98) for the HKIE CAI division. He was also responsible for a 10 (half-hour) episodes radio broadcasting program on Information Technology Networks with the Radio Television Hong Kong. He was appointed by the Hong Kong SAR Government and has served as committee member of the Hong Kong Occupational Safety and Health Council for 6 years.
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Neural Networks (2024): 106099-106099
PROCEEDINGS OF THE 46TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, SIGIR 2023 (2023): 1107-1116
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMSno. 12 (2023): 7547-7559
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Expert Systems with Applications (2023): 120981-120981
Engineering Applications of Artificial Intelligence (2023): 105794-105794
IEEE Transactions on Consumer Electronicsno. 99 (2023): 1-1
Knowl. Based Syst. (2023): 110806-110806
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