dst 20191206 raymondlee

Dr. Raymond Shu-Tak LEE
Associate Professor of Computer Science and Technology
Division of Science and Technology
office: T3-501-R4

Quantum Finance Forecast Center

ResearchGate

Linkedin

Curriculum Vitae

Education

2000 - Ph.D. in Computer Science, Hong Kong Polytechnic University
1997 - M.Sc. in Information Technology, Hong Kong Polytechnic University
1989 - B.Sc. in Physics, Hong Kong University

Research Interests

Quantum Finance Theory and Applications
Intelligent Financial Forecasting and Trading Systems
Artificial Intelligence
Intelligent Campus and Intelligent City
Data Mining and Machine Learning
Agent Ontology and Search Engine
Weather Simulation and Forecasting

Current Teaching

COMP4153 Quantum Finance and Intelligent Financial Trading Systems
COMP3183 Financial Computing
COMP1013 Structural Programming
DS7023 Data Mining and Machine Learning
MATH1003 Linear Algebra

Selected Publications
  • Lee, Raymond S. T. (2020), Quantum Finance - Intelligent Financial Forecast and Program Trading Systems, Springer NATURE, Singapore. (to appear in Jan 2020).
  • Raymond S. T. Lee (2019), “Chaotic Type-2 Transient-Fuzzy Deep Neuro-Oscillatory Network (CT2TFDNN) for Worldwide Financial Prediction,” IEEE Transactions on Fuzzy Systems. https://doi.org/ 10.1109/TFUZZ.2019.2914642 (IF: 8.759)
  • Raymond S. T. Lee (2019), “Chaotic Interval Type-2 Fuzzy Neuro-oscillatory Network (CIT2-FNON) for Financial Prediction,” International Journal of Fuzzy Systems, 21(7), 2223-2244. (IF: 3.058)
  • Raymond S. T. Lee (2019), “COSMOS Trader – Chaotic Neuro-oscillatory Multiagent Financial Prediction and Trading System,” The Journal of Finance and Data Science 5, 61-82.
  • Lim, Edward H. Y., Liu, James N. K. and Lee, Raymond S. T. (2011), Knowledge Seeker – Ontology Modelling for Information Search and Management, Springer-Verlag, Germany, ISBN: 978-3-642-17915-0.
  • Lee, Raymond S. T. and Loia, Vincenzo (Eds) (2007), Computation Intelligence for Agent-based Systems, Springer-Verlag, Heidelberg, Germany, ISBN: 978-3-642-09220-6.
  • Lee, Raymond S. T. (2006), Fuzzy-Neuro Approach to Agent Applications (From the AI Perspective to Modern Ontology), Springer-Verlag, Heidelberg Germany, ISBN: 3-540-21203-5.
  • Raymond S. T. Lee (2006), “LEE-Associator – A Transient Chaotic Autoassociative Network for Progressive Memory Recalling,” Neural Networks, 19(5): 644-666. (IF: 7.197)
  • Lee, Raymond S. T. (2004), "A Transient-chaotic Auto-associative Network (TCAN) based on LEE-oscillators", IEEE Transactions on Neural Networks 15(5) 1228-1243. (IF: 7.982)
  • Lee, Raymond S. T. (2005), Advanced Paradigms in Artificial Intelligence From Neural Oscillators, Chaos Theory to Chaotic Neural Networks, Advanced Knowledge International, Australia, ISBN: 0-9752150-3-5.
Grants and Projects
  • A Chaotic Oscillatory Neural worldwide financial forecasT system with chaotic DRL-based Actor-Critic intelligent Trading agentS (CONTRACTS)
    UIC Research Grant R201948, 2019/02 – 2021/01, RMB40,000
  • iJADE (ver 3.0) framework : The Design and Implementation of an ontological intelligent Agent-based Development Environment for intelligent E-commerce systems.
    HKPolyU Research Grant Z09H, 2005/07-2006/06,HK$233,000
  • iJADE 3.0 (Cogito iJADE) - The Design and Implementation of Ontology-based Agent Platform for Intelligent E-business (ieB)
    HKPolyU Central Research Grant  (ICRG PG50),  2005/04-2006/06, HK$80,000
  • CORN – A Chaotic Oscillatory-based Recurrent Neural model for Severe Weather Prediction Project
    HKPolyU Central Research Grant (CRG G-T850), 2003/09-2005/08, HK$170,000
  • iMASS – An intelligent Multi-resolution Agent-based Surveillance System
    HK Govt RGC Grant (CERG B-Q569), 2002/09-2005/08, HK$413,404
  • iJADE Negotiator - The Design and Implementation of an Intelligent Multi-agent based Negotiation System
    HKPolyU Central Research Grant (ICRG A-PF74), 2004/04-2005/09, HK$60,000
  • iJADE (v2.0) Framework: To develop an innovative intelligent Java Agent Development Environment for future intelligent E-Business (iEB)
    HKPolyU Departmental Research Grant (Z042), 2001/05-2003/05, HK$300,000

Invention Patents:

 

  • 李树德,量子金融预测系统以及采用该预测系统的量子金融系统 (第一代量子金融核心技术)
    CN201711182615,
    2018.2.6
  • 李树德,一种文件访问系统及其文件访问方法, 专利授权:2012.2.29,中国, CN200710136888.
  • 李树德,基于智能本体的知识搜索引擎及其实现方法, 专利授权2010.2.24,中国, CN200710102961.
  • LEE SHU TAK, INTELLIGENT AGENT BASED DEVELOPMENT PLATFORM, 专利授权2008.1.10,
  • 美国, US2008/0010229.

 

Academic and Social Service

Journal reviewer for the following international journals

  • IEEE Systems Journal
  • IEEE Transactions on Neural Networks
  • IEEE Transactions on Cybernetics
  • IEEE Transactions on Systems
  • Pattern Recognition
  • Journal of Finance and Data Science’
  • International Journal of Pattern Recognition and Artificial Intelligence
  • International Journal of Applied Sciences
  • International Journal on Data Science and Technology
Awards and Honors
  • 2002    International WHO’s WHO of Professional Educator 2002
  • 2010    Marquis WHO’s WHO in the World 2010
Postgraduate Opportunities

Current research projects for MSc/Phil/PhD study include:

  • Quantum Finance Forecast Systems and Intelligent Trading Systems
  • AI-based High-Frequency Trading Systems
  • Intelligent Campus Systems include: Intelligent Campus Touring Systems, Intelligent Reinforcement Language Learning Robot, Intelligent Library Location-based Systems (iLib-LBS), Intelligent Ontology Knowledge-based Search Engine.
  • Severe Weather Prediction Systems include wind-shear and rainstorms prediction systems.