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Some Advances in Development of Deep Stochastic Configuration Networks

来源:4166com金沙编辑:时间:2021-11-24浏览:1685

主讲人:Prof. Dianhui Wang

  间:2021年11月29日(周一)16:00

  点:中心校区  敬业楼1412(电控学院会议室)

主办单位:科技处  电气与控制工程学院

Dr Wang was awarded a Ph.D. from Northeastern University, Shenyang, China, in 1995. From 1995 to 2001, he worked as a Postdoctoral Fellow at Nanyang Technological University, Singapore, and a Researcher at The Hong Kong Polytechnic University, Hong Kong, China. From July 2001 to December 2020, he worked as a Reader and Associate Professor with the Department of Computer Science and Information Technology, La Trobe University, Australia, and currently with adjunct appointment. Since 2017, Dr Wang has been an adjunct Professor at State Key Laboratory of Synthetical Automation of Process Industries, also Industrial AI Research Institute, Northeastern University, China. In July 2021, He joined AI Research Institute at China University of Mining and Technology, working as a Professor, Founder and Director of International Research Center for Stochastic Configuration Machines. His current research focuses on industrial bigdata-oriented machine learning theory and applications, specifically on Deep Stochastic Configuration Networks (http://www.deepscn.com/) for data analytics in process industries, intelligent sensing systems and power engineering.

Dr Wang published more than 240 technical papers on applied mathematics, control engineering and computer sciences. He is the creator of DeepSCN with innovative patent in Australia. Dr Wang is a Senior Member of IEEE, serving as an Associate Editor for IEEE Transactions on Cybernetics, IEEE Transactions on Fuzzy Systems, Information Sciences, and WIREs Data Ming and Knowledge Discovery.


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