Academic Profile

Academic Profile

Prof Ong Yew Soon

Chair, School of Computer Science and Engineering


School of Computer Science and Engineering
College of Engineering

Email: ASYSONG@NTU.EDU.SG
Phone: (+65)6790 5788
Office: N4-02a-20/21

Education
  • PhD University of Southampton 2003
  • MEng Nanyang Technological University 1999
  • BEng(Hons) Nanyang Technological University 1998
Biography
Yew-Soon Ong is currently Director of the Centre for Computational Intelligence and an Associate Professor with the School of Computer Engineering, Nanyang Technological University, Singapore. He received his Bachelors and Masters degrees in Electrical and Electronics Engineering from Nanyang Technological University and subsequently his PhD from University of Southampton, UK.

He is editor-in-chief of Memetic Computing Journal (Springer), associate editor of IEEE Computational Intelligence Magazine, IEEE Transactions on Systems, Man, Cybernetics- Part B, International Journal of Systems Science, editorial board member of Soft Computing Journal and chief editor of Book Series on Studies in Adaptation, Learning, and Optimization. He is also guest editors of IEEE Transactions on Evolutionary Computation, IEEE Trans SMC-B, Soft Computing Journal, Journal of Genetic Programming and Evolvable Machines, co-edited several books, including Multi-Objective Memetic Algorithms, Evolutionary Computation in Dynamic and Uncertain Environments, and a volume on Advances in Natural Computation published by Springer Verlag. His current research interests is in computational intelligence, spanning: Memetic computing, Evolutionary computation, Machine Learning and Cloud Computing.

He chaired the IEEE Computational Intelligence Society Emergent Technology Technical Committee in 2011-2012 and is founder of the Task Force on Memetic Computing. Currently he chairs the IEEE Computational Intelligence Society Intelligent Systems Applications Technical Committee. He has coauthored over 120 refereed publications comprising of 57 refereed journals, 88 refereed conference papers and 5 book chapters, excluding 5 edited books, 3 edited special issues and 2 patents filed. His research grants in the last five years amounts to several million Singapore dollars. These comprises of external research funding from both national and international partners that includes National Grid Office, A*STAR, Singapore Technologies Dynamics, Boeing Research & Development (USA), Rolls-Royce (UK) and Honda Research Institute Europe (Germany), National Research Foundation and MDA-GAMBIT. His research work on Memetic Algorithm was featured by Thomson Scientific's Essential Science Indicators as one of the most cited emerging area of research in August 2007. Recently, he also received the 2012 IEEE Transactions on Evolutionary Computation 'Outstanding Paper Award' for his work pertaining to the modeling of Probabilistic Memetic Framework. In teaching, he has also received numerous awards including the Nanyang Excellence Award for Teaching in 2008, Most Popular Lecturer Award 2009, featured with ‘Turning Stones into Diamonds’ in the Bright Minds Magazine and recently invited as Fellow of Renaissance Engineering Programme at Nanyang Technological University.
Research Interests
Dr. Yew Soon Ong expertise and research interests lie in computational intelligence, spanning: Memetic computing, Evolutionary computation, Machine Learning and Cloud Computing.
Research Grant
  • Academic Research Fund Tier 1 (2015-)
  • CoE Proposal Preparatory Grant (2017-) [by School of Civil and Environmental Engineering, College of Engineering]
  • Energy Innovation Research Programme (2015-) [by Energy Market Authority (EMA)]
  • Ministry of Health - National Innovation Challenge (2017-) [by Ministry of Health (MOH)]
  • NRF-Smart Nation (2016-) [by National Research Foundation (NRF)]
  • NTU - Rolls-Royce - NRF (2014-)
  • NTU - Rolls-Royce - NRF (2014-) [by NRF, Rolls-Royce & NTU]
  • NTU - Rolls-Royce - NRF (2016-) [by NRF, Rolls-Royce & NTU]
  • NTU Internal Funding (2017-) [by Nanyang Technological University]
  • NTU Internal Funding - College of Engineering (2017-) [by Nanyang Technological University]
  • NTU Internal Funding - Start Up Grant - College of Engineering (2016-2019) [by Nanyang Technological University]
  • Nanyang Education Award (2016-) [by Nanyang Technological University]
  • Rolls-Royce PIc (2011-2017)
  • Rolls-Royce PIc (2013-2017)
  • Rolls-Royce PIc (2014-)
  • SIMTech - NTU Joint Lab (2013-)
  • (2016-) [by Civil Aviation Authority of Singapore (CAAS)]
Current Projects
  • 1) Innovation Design Via Evolutionary Algorithms 2 (Idea-2) 2)Data Fusion & Information Extraction From Large-Scale Heterogeneous Data
  • ADL+: A Digital Toolkit for Cognitive Assessment and Intervention
  • Accelerating the Design of Alloy Materials via Genetic Algorithm based First-Principles Simulations
  • Active and Incremental Learning for Virtual Engine Emulator
  • Agent-augmented co-space: Growing cognitive autonomous agents for context-aware personalized experience in co-space
  • C-RT3.1:Virtual Engine Emulator by Using Data Fusion.
  • C-RT5.1: Framework for Rapid Simulation of Complex Business Systems
  • C-RT5.1: Framework for Rapid Simulation of Complex Business Systems
  • Computational Engineering Programme: Large-scale data analytics
  • Constrained Flocking Animation & Modeling Research
  • Disaster Evacuation Planning Using Memetic Computing, Singapore Technologies Dynamics
  • Efficient Model-Based Approaches for Large-Scale and Constrained Multi-Objective Design Optimization
  • Featuren Extraction and Image Classification Techniques-Survey and Evaluation
  • Framework for Rapid Simulation of Complex Business Systems
  • Improved Design via Evoltionary Algorithms
  • Jump-Start The Corporate with NCS
  • Knowledge Discovery from Mobile Communication Networks and Its Applications
  • Large Scale Hybrid Storage System
  • Master Facilitative Control Tower For Risk Management of Complex Supply Chains
  • Memetic Computation for Human-Like Problem Solving
  • Memetic Computing for Autonomous Vehicle Operations
  • Multi-Agent Reinforcement Learning With Swarm Intelligence In Digital Media
  • Multi-Platform Game Innovation Centre (Magic)
  • Mutli-objective Vehicle Routing for Last Mile Logistics
  • Nanyang Education Award
  • Novel Hierarchical Transactive Energy Management System Incorporating Predictive Assessment Techniques for Enhanced Community Market Participation
  • Overcoming the Challenges of Last-mile E-commerce Urban Logistics
  • SIMTech-NTU Joint Laboratory and Collaborative Research Programme on " Complex Systems in Manufacturing Operations and Supply Chain Networks
  • Smart Platform Infrastructure Research on Integrative Technology (SPIRIT): A Platform for Translational R&D for a Smart Nation
  • Structual Analysis and Characterisation of Protein Complexes
  • TRAFFIC MANAGEMENT OF UNMANNED AIRCRAFT SYSTEMS (UAS) - Enabling Efficient and Safe Operations in Urban Environment
  • Towards Automatic template Extraction with Minimal Human Supervision
  • Towards Effective Trust Management with Desired Properties for Vehicular Ad-hoc Networks to Improve Road Safety and Reduce Congestion
  • Virtual Engine Emulator by using Data Fusion
Selected Publications
  • Q. C. Nguyen, Y. S. Ong, M. H. Lim. (2009). A Probabilistic Memetic Framework. IEEE Transactions on Evolutionary Computation, 13(3), 604-623.

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