Vincent Lee

Assoc Professor

Accepting PhD Students

20012019
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Personal profile

Biography


Vincent CS Lee (PhD) is currently Associate Professor at Clayton School of IT, Monash University, Australia. He received Australia Federal Government scholarship to pursue PhD from 1988 through to 1991 at The University of New Castle, NSW, in Australia. In 1973 to 1974, he was awarded a joint research scholarship by Ministry of Defence (Singapore) and Ministry of Defence (UK) for postgraduate study at Royal Air Force College, UK in aircraft electrical and instrument systems. He was a visiting academic to Tsinghua University in Beijing at the School of Economics and Management from Nov 2006 to March 2007; and was also a Visiting Professor to Information Communication Institute of Singapore from July 1994 through June 1995.


Lee has 35 (13 years with MNC and public sector establishments in Singapore, and 22 years with four universities in Australia and Singapore) years of experience in applied and fundamental research, business enterprise system development, engineering and ICT system integration, and university teaching. Lee is also a registered professional electrical engineer in Singapore; Licensed Electrical Engineer (High voltage switching authorisation) in Singapore; Chartered Engineer and member of IEE in UK and Association of Computing Machines (ACM) in USA.


Lee published 61 peer-reviewed international (high impact factor SCI and SSCI) journals articles and 136 papers in peer-reviewed international conference proceedings. His publications are in IEEE Transactions on Knowledge and Data Engineering; IEE Proceeding on Generation, Transmission and Utilisation; Signal Processing; IEEE Selected Areas in Communications; IEEE Security and Privacy; European Journal of Operational Research; Applied Mathematics and Computation; Neuro-computing; Accounting and Finance; Journal of Wealth Management; and in Springer LNCS and LNAI volumes. He has chaired/co-chaired more than a dozen of IEEE international conference technical program committees: conference chair KICSS2012; general chair ICDIM2011; co-chair workshop on Intelligent Environment (IE2010); conference chair ICSSSM2008, and special sessions of IEEE International Conference on Service Computing.

Lee has been awarded fifteen internationally competitive research grants in signal processing, decision support systems, and financial engineering research projects. Lee's current research interests are multidisciplinary spreading across signal processing; adaptive knowledge representation and information engineering; data, text, and graph mining for knowledge discovery; decision theory; information system research based on design science paradigm; and Neuro-financial engineering. He has attracted research grants from ARC DP and LPs, A*STAR.

Dr Lee has supervised altogether 13 PhDs and 30 Research Masters students in signal processing, power systems, e-commerce, financial engineering and innovation management from commencement to final award of thesis during his employment with Nanyang Technological University in Singapore, Swinburne University of Technology and Monash University both in Melbourne, Australia.


Monash teaching commitment

Professor Vincent Lee has experience as the Chief Examiner for the following units in the Faculty of IT:

  • FIT3051 Decision support systems for finance
  • FIT5133 Enterprise architecture and management
  • FIT5159 IT for financial decisions
  • FIT5187 Wireless networks
  • FIT5183 Mobile and Distributed Computing

Vincent has experience as the Lecturer for the following units in the Faculty of IT:

  • FIT3051 Decision support systems for finance
  • FIT5133 Enterprise architecture and management
  • FIT5186 Intelligent systems
  • FIT5187 Wireless networks
  • FIT9006 Information technology management

Keywords

  • Big Data Analytics
  • Collaborative Networks
  • Complex Problem Optimisation
  • Disruptive/Radical/Business Model Innovations
  • Microblogging
  • Neural
  • Evolutionary and Fuzzy Computation
  • Pattern Recognition
  • Data Mining
  • Terrorism Informatics
  • Twitter

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2004 2018

Research Output 2001 2019

A study of educational data mining: evidence from a Thai university

Trakunphutthirak, R., Cheung, Y. P. & Lee, V. C. S., 2019, (Accepted/In press) Proceedings of AAAI19-Thirty-Third AAAI conference on Artificial Intelligence: 27 Jan-1 Feb 2019, Honolulu. Van Hentenryck, P. & Zhou, Z-H. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

DAG: a general model for privacy-preserving data mining

Teo, S. G., Cao, J. & Lee, C. S., 2019, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering. 14 p.

Research output: Contribution to journalArticleResearchpeer-review

A gradient-based algorithm for trend and outlier prediction in dynamic data streams

Sun, D., Lee, V. CS. & Lu, Y., 8 Feb 2018, Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications (ICIEA 2017): 18 – 20 June 2017 Siem Reap, Cambodia. Zhu, X. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1978-1983 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Detecting student at risk of failure: a case study of conceptualizing mining from internet access log files

Trakunphutthirak, R., Cheung, Y. & Lee, V. C. S., 2018, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018: 17–20 November 2018 Singapore. Tong, H., Li, Z. J., Zhu, F. & Yu, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 365-371 7 p. 8637431

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Prediction of clinicians' treatment in preterm infants with suspected late-onset sepsis - an ML approach

Hu, Y., .C.S. Lee, V. & Tan, K., 28 Jun 2018, Proceedings of The 13th IEEE Conference on Industrial Electronics and Applications (ICIEA 2018): 31 May – 2 June 2018 Wuhan, China. Jiang, L. & Zeng, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1177-1182 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Activities 2011 2016

  • 4 Membership of an advisory panel/policy group/ board
  • 1 Submissions to industry or govt committees, commissions and inquiries

Monash University (External organisation)

Cheng-Siong Lee (Member)
1 Jan 201631 Dec 2017

Activity: Industry, Government and Philanthropy Engagement and PartnershipsMembership of an advisory panel/policy group/ board

Institute of Analytics Professionals of Australia (IAPA) (External organisation)

Cheng-Siong Lee (Member)
1 Jan 2016

Activity: Industry, Government and Philanthropy Engagement and PartnershipsMembership of an advisory panel/policy group/ board

Institute of Electrical and Electronics Engineers (IEEE) (External organisation)

Cheng-Siong Lee (Member)
1 Jan 2016

Activity: Industry, Government and Philanthropy Engagement and PartnershipsMembership of an advisory panel/policy group/ board

Hong Kong Baptist University (External organisation)

Cheng-Siong Lee (Advisor)
1 Jan 201531 Dec 2016

Activity: Industry, Government and Philanthropy Engagement and PartnershipsMembership of an advisory panel/policy group/ board

Member - Inclusive Practices Faculty Equity and Diversity Committee - Monash University

Cheng-Siong Lee (Member)
1 Jan 201131 Dec 2012

Activity: External Academic EngagementSubmissions to industry or govt committees, commissions and inquiries