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作者簡介
Ke-Lin Du received the PhD in Electrical Engineering from Huazhong University of Science and Technology, China, in 1998. He is Chief Scientist at Guangzhou Digital Technology, Guangzhou, China. He was a Professor ( 2024-2025) at School of Mechanical and Electrical Engineering, Guangdong University of Science and Technology, Dongguan, China. He served as an Affiliate Associate Professor and Affiliate Professor ( 2011-2024) at Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada, where he was on the research staff (2001-2010). Earlier, he held research and technical positions at Huawei Technologies, China Academy of Telecommunication Technology, Chinese University of Hong Kong, Hong Kong University of Science and Technology, Enjoyor Inc., and Xonlink Inc. Dr. Du has coauthored five books, including Neural Networks in a Softcomputing Framework (Springer, 2006), Wireless Communication Systems (Cambridge, 2010), Neural Networks and Statistical Learning (Springer, 2014; 2nd ed., 2019), and Search and Optimization by Metaheuristics (Springer, 2016), and co-edited 13 Springer volumes. He has published 60 papers, holds six U.S. and over 30 Chinese patents, co-supervised 16 graduate students, and examined more than 20 Ph.D. theses worldwide. His research interests include signal processing, wireless communications, and machine learning. A Senior Member of IEEE since 2009, Dr. Du is a member of the IEEE CTSoc MDA Technical Committee and has served on the editorial boards of IET Signal Processing, Circuits, Systems & Signal Processing, Mathematics, AI, IEEE Spectrum Chinese Edition, and Scientific Reports. He has chaired committees for over 150 international conferences and has been listed among Stanford's World Top 2% Most Cited Scientists for eight consecutive years (2017-2024). M. N. S. Swamy received the B.Sc. (Hons.) in Mathematics from University of Mysore, India, in 1954; the Diploma in Electrical Communication Engineering from Indian Institute of Science, Bengaluru, in 1957; and the M.Sc. and Ph.D. in Electrical Engineering from University of Saskatchewan, Canada, in 1960 and 1963, respectively. He was appointed Honorary Professor at National Chiao Tung University, Taiwan, in 2009, and is currently a Research Professor in Department of Electrical and Computer Engineering, Concordia University, Montreal, where he was Founding Chair of Electrical Engineering (1970-1977) and Dean of Engineering and Computer Science (1977-1993). During his tenure, he transformed the Faculty into a research-oriented one. Since 2001, he has been the Concordia Chair (Tier I) in Signal Processing. Dr. Swamy has published extensively in number theory, circuits, systems, and signal processing, and holds five patents. He has coauthored nine books and five book chapters, supervised over 50 M.A.Sc. and 50 Ph.D. theses, mentored 50 postdocs, and examined 40+ Ph.D. theses worldwide. His honors include the IEEE Mac Van Valkenburg Award (2022), John Choma Education Award (2000), CAS Golden Jubilee Medal (2000), Guillemin-Cauer Best Paper Award (1986), IEEE Millennium Medal (2000), Constantin Budeanu Prize (2006), IEEE Montreal Gold Medal (2021), Ram Lal Wadhwa Lifetime Achievement Award (2023), IEEE Canada McNaughton Award (2025), and University of Saskatchewan Lifetime Achievement Award (2023). He was a Founding Member and Concordia Coordinator of Micronet (1990-2004), a Canadian Network of Centers of Excellence. Since 1999, he has been Editor-in-Chief of Circuits, Systems and Signal Processing (CSSP), for which the CSSP Best Paper Award was named in his honor (2013). He has served the IEEE CAS Society as President, General Chair, Vice-Chair, Program Chair, Board Member, and Editor-in-Chief of IEEE Transactions on Circuits and Systems. Dr. Swamy is a Fellow of IEEE, Canadian Academy of Engineering, American Association for the Advancement of Science, Institution of Engineering and Technology (U.K.), Engineering Institute of Canada, Institution of Engineers (India), and Institution of Electronics and Telecommunication Engineers (India).
作者簡介(中文翻譯)
杜克林（Ke-Lin Du）於1998年獲得中國華中科技大學電機工程博士學位。他是中國廣州數位科技的首席科學家。曾於2024至2025年擔任中國東莞廣東科技大學機械與電氣工程學院教授。他曾於2011至2024年擔任加拿大蒙特利爾康考迪亞大學電機與計算機工程系的附屬副教授及附屬教授，並於2001至2010年在該校的研究團隊工作。早期，他在華為技術有限公司、中國電信科技學院、香港中文大學、香港科技大學、Enjoyor Inc.及Xonlink Inc.擔任研究及技術職位。
杜博士共同撰寫了五本書籍，包括《Neural Networks in a Softcomputing Framework》（Springer, 2006）、《Wireless Communication Systems》（Cambridge, 2010）、《Neural Networks and Statistical Learning》（Springer, 2014；第二版，2019）及《Search and Optimization by Metaheuristics》（Springer, 2016），並共同編輯了13本Springer卷。他發表了60篇論文，擁有六項美國專利及超過30項中國專利，並共同指導了16名研究生，審查了全球超過20篇博士論文。他的研究興趣包括信號處理、無線通信及機器學習。
自2009年以來，杜博士是IEEE的高級會員，並且是IEEE CTSoc MDA技術委員會的成員，曾擔任《IET Signal Processing》、《Circuits, Systems & Signal Processing》、《Mathematics》、《AI》、《IEEE Spectrum Chinese Edition》及《Scientific Reports》的編輯委員會成員。他主持了超過150個國際會議的委員會，並在2017至2024年連續八年被列入史丹佛世界前2%最被引用的科學家名單。
M. N. S. Swamy於1954年獲得印度邁索爾大學數學榮譽學士學位；1957年獲得印度班加羅爾科學院電氣通信工程文憑；1960年及1963年分別獲得加拿大薩斯喀徹溫大學電機工程碩士及博士學位。他於2009年被任命為台灣國立交通大學名譽教授，目前是加拿大蒙特利爾康考迪亞大學電機與計算機工程系的研究教授，曾於1970至1977年擔任電機工程創始系主任及1977至1993年擔任工程與計算機科學院院長。在任內，他將該學院轉型為以研究為導向的機構。自2001年以來，他擔任信號處理的康考迪亞講座（Tier I）。
Swamy博士在數論、電路、系統及信號處理方面發表了大量著作，並擁有五項專利。他共同撰寫了九本書籍及五個書章，指導了超過50篇碩士論文及50篇博士論文，指導了50名博士後，並審查了全球超過40篇博士論文。他的榮譽包括IEEE Mac Van Valkenburg獎（2022）、John Choma教育獎（2000）、中國科學院金禧獎（2000）、Guillemin-Cauer最佳論文獎（1986）、IEEE千禧獎（2000）、Constantin Budeanu獎（2006）、IEEE蒙特利爾金獎（2021）、Ram Lal Wadhwa終身成就獎（2023）、IEEE加拿大McNaughton獎（2025）及薩斯喀徹溫大學終身成就獎（2023）。
他是Micronet（1990-2004）的創始成員及康考迪亞協調員，這是一個加拿大卓越中心網絡。自1999年以來，他擔任《Circuits, Systems and Signal Processing》（CSSP）的主編，該期刊的《CSSP最佳論文獎》以他的名字命名（2013）。他曾擔任IEEE CAS社會的會長、總主席、副主席、程序主席、董事會成員及《IEEE Transactions on Circuits and Systems》的主編。
Swamy博士是IEEE、加拿大工程學院、美國科學促進會、英國工程技術學會、加拿大工程學會、印度工程師學會及印度電子與電信工程師學會的院士。
