Tác giả :


Keynote speech 1:

Topic: Novel Generative and Discriminative Learning Algorithms
Prof. C. L. Philip Chen
Faculty of Science and Technology,
University of Macau, Macau, China
Email: Philip.Chen@ieee.org


In recent years, deep learning caves out a research wave in machine learning. With its outstanding performance, more and more applications of deep learning in pattern recognition, image recognition, speech recognition, and video processing have been developed. This talk will introduce a fuzzy generative deep learning algorithm and a novel broad learning system. A fuzzy generative learning, Fuzzy Restricted Boltzmann Machine (FRBM), is developed by replacing real-valued weights and bias terms with symmetric triangular fuzzy numbers (STFNs) or Gaussian fuzzy numbers and corresponding learning algorithms. The second part of the talk is to discuss a very fast and efficient discriminative learning -- “Broad Learning”. Without stacking the layer-structure, the designed neural networks expand the neural nodes broadly and update the weights of the neural networks incrementally when additional nodes are needed and when the input data entering to the neural networks continuously. The designed network structure and learning algorithm are perfectly suitable for modeling and learning big data environment. Experiments results are presented.

About the speaker:
Dr. Chen’s research areas are in systems, cybernetics and computational intelligence. He is a Fellow of the IEEE, AAAS, and IAPR. He was the President of IEEE Systems, Man, and Cybernetics Society (SMCS) (2012-2013), where he also has been a distinguished lecturer for many years and received Outstanding Service Awards 4 times. Currently, he is the Editor-in-Chief of IEEE Transactions on Systems, Man, and Cybernetics: Systems (2014-). He has been an Associate Editor of many IEEE Transactions, and currently he is an Associate Editor of IEEE Trans on Fuzzy Systems, IEEE Trans on Cybernetics, and IEEE/CAA Automatica Sinica. He was the Chair of TC 9.1 Economic and Business Systems of IFAC (2015-2017). He is also a Fellow of CAA and Fellow of HKIE and an Academician of International Academy of Systems and Cybernetics Science (IASCYS). 
In addition, he is an ABET (Accreditation Board of Engineering and Technology Education, USA) Program Evaluator for Computer Engineering, Electrical Engineering, and Software Engineering programs. University of Macau’s Engineering and Computer Science programs receiving HKIE’s accreditation and Washington/Seoul Accord is his utmost contribution in engineering education for Macau as the former Dean. During his deanship, the engineering and computer science programs have been ranked at world top 200 in the Times Higher Education (THE) world university ranking. The computer science program is also ranked at world top 175 in the US News and World Report global university ranking. Dr. Chen received Outstanding Electrical and Computer Engineering Award in 2016 from his alma mater, Purdue University, West Lafayette, where he received his Ph.D. degree in 1988, after he received his M.S. degree in electrical engineering from the University of Michigan, Ann Arbor, in 1985.

Keynote speech 2:

Topic: Cyber-Physical System of Systems
Professor. Imre J. Rudas
Head of Steering Committee of 
University Research and Innovation Center
Óbuda University, Budapest, Hungary
E-mail: rudas@uni-obuda.hu

Cyber-Physical Systems (CPSs) are the key elements of the Forth Industrial Revolution ( Industry 4.0) that started in the early 2010s. Since that time the development has dramatically accelerated, increasing number of existing and distributed CPSs are integrated providing services that go beyond the services of any of its isolated CPSs forming Cyber-Physical Systems of Systems (CPSoS). In the world of CPSoS a new type of Internet should connect any objects, any devices, any knowledge, any cyber-physical systems, any firms, companies, anyone, …i.e., anything! This is the basic idea of the term: Internet of Anything (IoA). Internet of Anything is the interconnection of any things (devices, systems, skills), anyone, anywhere and anytime within the existing Internet infrastructure. Our research team investigates new ideas to connect distributed CPSs systems and system elements (sensors, actuators, control logic, intelligent machines, data logging and data mining) to each other and represents them in a Virtual World forming a general-purpose information pool, which allows for large-scale CPSoS. The presentation summarizes the results and ideas of the software engine developed by our team, called MAXWHERE that provides effective working environments with spatial (Virtual Reality) multimodal arrangement and intelligent connectivity. The fundamental idea behind MAXWHERE is the generalization of the Document Object Model (DOM) introducing the Where Object Model (WOM) concept that covers the conventional WEB contents as well as the VR/AR building blocks in a coherent way empowered by the newest generation web APIs.
Typical applications of MAXWHERE includes industrial monitoring and facility support, context-based collaborative working environment, industrial training, and Interactive live presentations.

About the speaker:
Imre J. Rudas graduated from Bánki Donát Polytechnic, Budapest in 1971, received the Master Degree in Mathematics from the Eötvös Loránd University, Budapest, the Ph.D. in Robotics from the Hungarian Academy of Sciences in 1987, while the Doctor of Science degree from the Hungarian Academy of Sciences in 2004. He received Doctor Honoris Causa degree from the Technical University of Košice, Slovakia, from “Polytechnica” University of Timisoara, Romania, from Óbuda University, and from Slovak University of Technology in Bratislava. He was awarded by the Honorary Professor title of Wroclaw University of Technology  in 2013. He is active as a full university professor. He served as the President of Budapest Tech from 2003 till 2010. He was the founder of Óbuda University, the successor of Budapest Tec and was elected as the first President in the period 2010-2014. He served as the President of the Hungarian Rector’s Conference and member of European University Association in 2008. Now he is the Head of the Steering Committee of the University Research and Innovation Center. He has been the president of the Central European Living Lab for Intelligent Robotics since 2014.

He is a Fellow of IEEE, Senior AdCom member of Industrial Electronics Society (IES), he served IES as a Vice-President in 2000-2001. He was elected as the Vice-President for Membership and Student Activities in IEEE System, Man and Cybernetics Society for the period 2015-2016. He is the Senior Past Chair of IEEE Hungary Section. He served IFSA (International Fuzzy System Association) as Vice-President and Treasurer for a period of 7 years; he had been the President of Hungarian Fuzzy Association for ten years. He had been the Vice-President of the Hungarian Academy of Engineers for four years. He serves as an associate editor of some scientific journals, including IEEE Transactions on Industrial Electronics, member of editorial board of Journal of Advanced Computational Intelligence, Editor-in-Chief of Acta Polytechnica Hungarica, member of various national and international scientific committees. He is the founder of the IEEE International Conference Series on Intelligent Engineering Systems (INES), IEEE International Conference on Computational Cybernetics (ICCC), IEEE International Symposium on Computational Intelligence and Informatics (CINTI, since 2000), IEEE International Symposium on Machine Intelligence and Informatics (SAMI, since 2003), IEEE International Symposium on Intelligent Systems and Informatics (SISY, since 2003), IEEE International Symposium on Applied Computational Intelligence and Informatics (SACI, since 2004), IEEE International Symposium on Logistics and Industrial Informatics (LINDI, since 2007). He has served as General Chair and Program Chair of numerous scientific international conferences. His present areas of research activities are Computational Cybernetics, Robotics, Cloud Robotics, Internet of Anything, Soft Computing, Fuzzy Control and Fuzzy Sets. He has edited and/or published 22 three books, published more than 800 papers in international scientific journal, conference proceedings and book chapters, and received more than 2000 citations.

Keynote speech 3:

ProfessorLjiljana Trajkovic
School of Engineering Science
Simon Fraser University, Canada
Email: ljilja@sfu.ca
Ljiljana Trajkovic received the Dipl. Ing. degree from University of Pristina, Yugoslavia, in 1974, the M.Sc. degrees in electrical engineering and computer engineering from Syracuse University, Syracuse, NY, in 1979 and 1981, respectively, and the Ph.D. degree in electrical engineering from University of California at Los Angeles, in 1986.

She is currently a Professor in the School of Engineering Science at Simon Fraser University, Burnaby, British Columbia, Canada. From 1995 to 1997, she was a National Science Foundation (NSF) Visiting Professor in the Electrical Engineering and Computer Sciences Department, University of California, Berkeley. She was a Research Scientist at Bell Communications Research, Morristown, NJ, from 1990 to 1997, and a Member of the Technical Staff at AT&T Bell Laboratories, Murray Hill, NJ, from 1988 to 1990. Her research interests include high-performance communication networks, control of communication systems, computer-aided circuit analysis and design, and theory of nonlinear circuits and dynamical systems.
Dr. Trajkovic serves as Junior Past President (2016 - 2017) of the IEEE Systems, Man, and Cybernetics Society and served as President (2014 - 2015), President-Elect (2013), Vice President Publications (2012 - 2013 and 2010 - 2011), Vice President Long-Range Planning and Finance (2008 - 2009), and a Member at Large of its Board of Governors (2004 - 2006). She served as 2007 President of the IEEE Circuits and Systems Society. She was a member of the Board of Governors of the IEEE Circuits and Systems Society (2001 - 2003 and 2004 - 2005). She is Chair of the IEEE Circuits and Systems Society joint Chapter of the Vancouver/Victoria Sections. She was Chair of the IEEE Technical Committee on Nonlinear Circuits and Systems (1998). She is General Co-Chair of SMC 2016 and served as General Co-Chair of HPSR 2014, Technical Program Co-Chair of ISCAS 2005, and Technical Program Chair and Vice General Co-Chair of ISCAS 2004. She served as an Associate Editor of the IEEE Transactions on Circuits and Systems (Part I) (2004 - 2005 and 1993 - 1995), the IEEE Transactions on Circuits and Systems (Part II) (1999 - 2001 and 2002 - 2003), and the IEEE Circuits and Systems Magazine (2001 - 2003). She was a Distinguished Lecturer of the IEEE Circuits and Systems Society (2010 - 2011 and 2002 - 2003). She is a Professional Member of IEEE-HKN and a Fellow of the IEEE.

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December 30, 2018
January 30, 2019
February 15, 2019
March 15, 2019
Abstract Submission

February 28, 2019
March 30, 2019
Full paper Submission

April 30, 2019
Notification of Full paper Acceptance

May 30, 2019
Final full paper Submission

June 15, 2019
Online Registration

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