Assoc Prof Cheng-Siong Lee - Researcher 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.

Keywords

Big data analytics, Collaborative networks, Complex problem optimisation, Disruptive/radical/business model innovations, Microblogging, Neural, Evolutionary and Fuzzy Computation, Pattern Recognition and Data Mining, Terrorism Informatics, Twitter

Qualifications

GRADUATE CERTIFICATE IN HIGHER EDUCATION

Institution: Monash University

Year awarded: 2004

BBUS (HONS) ECONOMICS AND FINANCE

Institution: RMIT University

Year awarded: 2002

MBUS(ACCOUNTANCY)

Institution: RMIT University

Year awarded: 1997

PHD IN ADAPTIVE SIGNAL PROCESSING

Institution: University of Newcastle

Year awarded: 1992

MBA

Institution: Brunel University

Year awarded: 1990

MSC (EE)

Institution: National University of Singapore

Year awarded: 1984

CERTIFIED DIPLOMA IN ACCOUNTING & FINANCE, CDIPA&F

Institution: Association of Certified Accountants, UK

Year awarded: 1982

BENGINEERING (EE)

Institution: The University of Singapore

Year awarded: 1972

Publications

Books

Ong, K., Smith-Miles, K., Lee, V.C., Ng, W. (eds), 2006, Integrating AI and Data Mining, IEEE Computer Society, Los Alamitos USA.

Book Chapters

Cheong, M., Lee, V.C., 2010, Dissecting Twitter: A review on current microblogging research and lessons from related fields, in From Sociology to Computing in Social Networks: Theory, Foundations and Applications, eds Nasrullah Memon and Reda Alhajj, Springer, Vienna Austria, pp. 343-362.

Cheong, M., Lee, V.C., 2010, Twitmographics: Learning the emergent properties of the Twitter community, in From Sociology to Computing in Social Networks: Theory, Foundations and Applications, eds Nasrullah Memon and Reda Alhajj, Springer, Vienna Austria, pp. 323-342.

Dang, X., Ng, W., Ong, K., Lee, V.C., 2009, Frequent sets mining in data stream environments, in Encyclopedia of Data Warehousing and Mining, eds John Wang, Information Science Publishing, Hershey PA USA, pp. 901-906.

Tsoi, A., Hagenbuchner, M., Chau, R., Lee, V.C., 2009, Unsupervised and supervised learning of graph domains, in Innovations in Neural Information Paradigms and Applications, eds Monica Bianchini, Marco Maggini, Franco Scarselli and Lakhmi C Jain, Springer, Berlin Germany, pp. 43-65.

Al-Mutawah, K., Lee, V.C., 2008, An evaluation framework for supply chains based on corporate culture compatibility, in Supply Chain, Theory and Applications, eds Vedran Kordic, InTech, Vienna Austria, pp. 59-72.

Becker, R., Lee, V.C., Bedingfield, S.E., 2004, A hybrid decision tree and neural network technique for enhancing knowledge discovery from incomplete survey data, in Intelligent Engineering Systems Through Artificial Neural Networks, eds Cihan H Dagli, Anna L Bucsak, David L Enke, Mark J Embrechts and Okan Ersoy, ASME Press, New York USA, pp. 477-482.

Lee, C., 2002, An intelligent algorithm for dynamic hedging of multi-currency portfolio, in Intelligent Engineering Systems Through Artificial Neural Networks, eds C. H. Dagli, ASME Press, New York USA, pp. 701-706.

Lee, C., Josev, T., 2002, Empirical analysis of self-learning technique for stock trading with a popular technical rule, in Intelligent Engineering Systems Through Artificial Neural Networks, eds C. H. Dagli, ASME Press, New York USA, pp. 713-719.

Taniar, D., D'Cruz, G., Lee, C., 2002, Implementation of data mining techniques using Oracle 8i PL/SQL, in Intelligent Engineering Systems Through Artificial Neural Networks, eds C. H. Dagli, ASME Press, New York USA, pp. 471-476.

Journal Articles

Phua, C., Smith-Miles, K.A., Lee, V.C., Gayler, R., 2012, Resilient identity crime detection, IEEE Transactions on Knowledge and Data Engineering [P], vol 24, issue 3, IEEE Computer Society, Los Alamitos CA USA, pp. 533-546.

Cheong, M., Lee, V., 2011, A microblogging-based approach to terrorism informatics: Exploration and chronicling civilian sentiment and response to terrorism events via Twitter, Information Systems Frontiers [P], vol 13, issue 1, Springer, Dordrecht Netherlands, pp. 45-59.

Han, S., Ng, W., Wan, L., Lee, V.C., 2010, Privacy-preserving gradient-descent methods, IEEE Transactions on Knowledge and Data Engineering [P], vol 22, issue 6, IEEE Computer Society, Los Alamitos CA USA, pp. 884-899.

Al-Mutawah, K., Lee, V.C., Cheung, Y.P., 2009, A new multi-agent system framework for tacit knowledge management in manufacturing supply chains, Journal of Intelligent Manufacturing, vol 20, issue 5, Springer, Dordrecht GZ Netherlands, pp. 593-610.

Barnes, M.B., Lee, V.C., 2009, Effects of macroeconomic and firm-specific factors on shareholder wealth: Some Australian evidence, Journal of Wealth Management [P], vol 12, issue 1, Institutional Investor Inc, New York NY USA, pp. 41-61.

Phua, C., Gayler, R., Lee, V.C., Smith-Miles, K., 2009, On the communal analysis suspicion scoring for identity crime in streaming credit applications, European Journal of Operational Research [P], vol 195, issue 2, Elsevier Science BV, Amsterdam Netherlands, pp. 595-612.

Taniar, D., Rahayu, J.W., Lee, V.C., Daly, O., 2008, Exception rules in association rule mining, Applied Mathematics and Computation, vol 205, issue 2, Elsevier Science Inc, New York NY USA, pp. 735-750.

Lee, V.C., Wong, H.T., 2007, A multivariate neuro-fuzzy system for foreign currency risk management decision making, Neurocomputing, vol 70, issue 4-6, Elsevier BV, Netherlands, pp. 942-951.

Barnes, M.B., Lee, V.C., 2007, An empirical study of AI-based multiple domain models for selecting attributes that drive company wealth, Soft Computing: A Fusion of Foundations, Methodologies and Applications, vol 11, issue 12, Springer, Berlin Germany, pp. 1193-1198.

Fang, V.K.F., Lin, C., Lee, V.C., 2007, Volatility linkages and spillovers in stock and bond markets: some international evidence, Journal of International Finance and Economics - J I F E [P], vol 7, issue 1, Academy of International Business and Economics, United States, pp. 1-10.

Lee, V.C., Yang, X., 2006, An artificial immune system approach for real-time discovery of rare patterns in data stream, WSEAS Transactions on Systems, vol 5, issue 6, WSEAS, Greece, pp. 1476-1481.

Wu, W., Lee, V.C.S., Tan, T.Y., 2006, Data preprocessing and data parsimony in corporate failure forecast models: evidence from Australian materials industry, Accounting and Finance, vol 46, issue 2, Blackwell Publishing Asia, Carlton South Vic Australia, pp. 327-345.

Lee, V.C., Shao, L., 2006, Estimating potential IT security losses: an alternative quantitative approach, IEEE Security & Privacy, vol 4, issue 6, IEEE Computer Society, Los Alamitos USA, pp. 44-52.

Kostenko, W., Lee, V., Tan, T., 2004, Contributions of domain knowledge and stacked generalization in AI-based classification models, Lecture Notes in Computer Science [P], vol 3339, Springer, Germany, pp. 1049-1054.

Phua, C.W.C., Alahakoon, D., Lee, V.C., 2004, Minority Report in Fraud Detection: Classification of Skewed Data, SIGKDD Explorations: newsletter of the Special Interest Group (SIG) on Knowledge Discovery and Data Mining, vol 6, issue 1, Association for Computing Machinery, Inc., USA, pp. 50-59.

Lin, H.C., Lee, V.C., 2001, Enhanced FFT-Based Parametric Algorithm for Simultaneous Multiple Harmonics Analysis, IEE Proceedings, Transmission & Distribution, vol 148, issue 3, Stuart Govan, IET, Stevenage UK, pp. 209-213.

Conference Proceedings

Teo, S.G., Lee, V.C., Han, S., 2012, A study of efficiency and accuracy of secure multiparty protocol in privacy-preserving data mining, Proceedings of the 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, 26 March 2012 to 29 March 2012, IEEE Computer Society, Los Alamitos CA USA, pp. 85-90.

Dang, X., Ong, K., Lee, V.C., 2012, An adaptive algorithm for finding frequent sets in landmark windows, Scalable Uncertainty Management: 6th International Conference, Proceedings, 17 September 2012 to 19 September 2012, Springer-Verlag, Berlin Germany, pp. 590-597.

Lee, V.C., Wang, N., 2012, An intelligent system for business loan processing, Proceedings of the Third International Conference on Intelligent Systems Modelling and Simulation, 8 February 2012 to 10 February 2012, IEEE Computer Society, Los Alamitos CA USA, pp. 390-396.

Law, Y., Alpcan, T., Lee, V.C., Lo, A., Marusic, S., Palaniswami, M., 2012, Demand response architectures and load management algorithms for energy-efficient power grids: A survey, Proceedings of the 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems, 8 November 2012 to 10 November 2012, IEEE Computer Society, Los Alamitos CA USA, pp. 134-141.

Algarni, F.A., Cheung, Y.P., Lee, V.C., 2012, The relationship between complementary services and service system value creation: A case study of eMartketplaces in Saudi Arabia, Proceedings of the 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems, 8 November 2012 to 10 November 2012, IEEE Computer Society, Los Alamitos CA USA, pp. 211-215.

Gunnersen, S.E., Smith, K.A., Lee, V.C., 2012, Towards objective data selection in bankruptcy prediction, 2012 IEEE Congress on Evolutionary Computation, 10 June 2012 to 15 June 2012, IEEE, Piscataway NJ USA, pp. 201-208.

Zhang, J., Ong, K., Lee, V.C., 2012, Why Web-based pseudo relevance feedback systems fail, Proceedings of the 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems, 8 November 2012 to 10 November 2012, IEEE Computer Society, Los Alamitos CA USA, pp. 216-222.

Wang, N., Lee, V.C., 2011, An integrated BPM-SOA framework for agile enterprises, Proceedings of the Third International Conference on Intelligent Information and Database Systems, Part 1, 20 April 2011 to 22 April 2011, Springer-Verlag, Berlin Germany, pp. 557-566.

Lin, H.C., Lee, V.C., Huang, G.S., 2011, DFT-based recursive minimizing algorithm for power interharmonics analysis, Proceedings of the 37th Annual Conference of the IEEE Industrial Electronics Society, 7 November 2011 to 10 November 2011, IEEE, Piscataway NJ USA, pp. 1306-1311.

Wang, Y., Niu, D., Lee, V.C., 2011, Optimizing of BP neural network based on genetic algorithms in power load forecasting, Proceedings of the 37th Annual Conference of the IEEE Industrial Electronics Society, 7 November 2011 to 10 November 2011, IEEE, Piscataway NJ USA, pp. 4322-4327.

Ong, K., Lee, V.C., 2011, Real-time detection of parked vehicles from multiple image streams, Proceedings of the Third International Conference on Networked Digital Technologies, 11 July 2011 to 13 July 2011, Springer-Verlag, Berlin Germany, pp. 280-291.

Gunnersen, S.E., Smith, K.A., Lee, V.C., 2011, SpecVCMV: Improving cluster visualisation, Proceedings of the 37th Annual Conference of the IEEE Industrial Electronics Society, 7 November 2011 to 10 November 2011, IEEE, Piscataway NJ USA, pp. 2255-2260.

Huang, G.S., Lee, V.C., Lin, H.C., Ju, M., 2011, The ASR technique for meal service robot, Proceedings of the 37th Annual Conference of the IEEE Industrial Electronics Society, 7 November 2011 to 10 November 2011, IEEE, Piscataway NJ USA, pp. 3317-3322.

Algarni, F.A., Cheung, Y.P., Lee, V.C., 2011, Towards an explanatory model of eMarketplaces utilization: A case study of Saudi Arabia, Proceedings of the 13th International Conference on Enterprise Information Systems, 8 June 2011 to 11 June 2011, SciTePress, Lisboa Portugal, pp. 63-75.

Cheung, Y.P., Lee, V.C., Scheepers, H., Bal, J., 2010, A case of sharing competences via a collaborative digital network, Proceedings of the 5th IEEE International Conference on Management of Innovation and Technology, 02 June 2010 to 05 June 2010, IEEE TMC Singapore Chapter, Singapore, pp. 1067-1072.

Cheung, Y.P., Scheepers, H., Swift, M., Lee, V.C., Bal, J., 2010, A competence-based collaborative network: The West Midlands Collaborative Commerce Marketplace, Proceedings of the 11th IFIP WG 5.5 Working Conference on Virtual Enterprises, 11 October 2010 to 13 October 2010, Springer, Berlin Germany, pp. 380-387.

Cheong, M., Lee, V.C., 2010, A study on detecting patterns in Twitter intra-topic user and message clustering, Proceedings of the 20th International Conference on Pattern Recognition, 23 August 2010 to 26 August 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 3125-3128.

Cheong, M., Lee, V.C., 2010, Twittering for Earth: A study on the impact of microblogging activism on Earth Hour 2009 in Australia, Proceedings of the Second International Conference on Intelligent Information and Database Systems, 24 March 2010 to 26 March 2010, Springer-Verlag, Berlin Germany, pp. 114-123.

Chau, R., Tsoi, A., Hagenbuchner, M., Lee, V.C., 2009, A ConceptLink graph for text structure mining, Proceedings of the Thirty-Second Australasian Computer Science Conference (ACSC 2009), 19 January 2009 to 23 January 2009, Australian Computer Society Inc., Sydney NSW Australia, pp. 141-149.

Dang, X., Lee, V.C., Ng, W., Ciptadi, A., Ong, K., 2009, An EM-based algorithm for clustering data streams in sliding windows, Proceedings of the 14th International Conference on Database Systems for Advanced Applications (DASFAA 2009), 21 April 2009 to 23 April 2009, Springer-Verlag, Berlin Germany, pp. 230-235.

Dang, X., Lee, V.C., Ng, W., Ong, K., 2009, Incremental and adaptive clustering stream data over sliding window, Proceedings of the 20th International Conference on Database and Expert Systems Applications (DEXA 2009), 31 August 2009 to 4 September 2009, Springer-Verlag, Berlin Germany, pp. 660-674.

Cheong, M., Lee, V.C., 2009, Integrating web-based intelligence retrieval and decision-making from the twitter trends knowledge base, Proceedings of the 18th ACM Conference on Information and Knowledge Management: CIKM 2009 Co-Located Workshops, 2 November 2009 to 6 November 2009, Association for Computer Machinery Inc, New York NY USA, pp. 1-8.

Xu, Y., Lee, V.C., Rahmati, N., 2008, A review of literature on enterprise resource planning systems, Proceedings of the 2008 International Conference on Service Systems and Service Management, 30 June 2008 to 2 July 2008, Clayton School of IT, Monash University, Melbourne Vic Australia, pp. 569-574.

Mallick, D., Lee, V.C., Ong, Y., 2008, An empirical study of genetic programming generated trading rules in computerized stock trading service system, Proceedings of the 2008 International Conference on Service Systems and Service Management, 30 June 2008 to 2 July 2008, Clayton School of IT, Monash University, Melbourne Vic Australia, pp. 701-706.

Al-Mutawah, K., Lee, V.C., 2008, Implementing corporate culture fit across networked enterprises - A multiagent co-evolution path approach, Proceedings of the 2008 International Conference on Service Systems and Service Management, 30 June 2008 to 2 July 2008, Clayton School of IT, Monash University, Melbourne Vic Australia, pp. 526-531.

Phua, C., Lee, V.C., Smith-Miles, K., 2008, Utility of real-time decision-making in commercial data stream mining domains, Proceedings of the 2008 International Conference on Service Systems and Service Management, 30 June 2008 to 2 July 2008, Clayton School of IT, Monash University, Melbourne Vic Australia, pp. 46-51.

Phua, C.W.C., Lee, V.C., Smith-Miles, K., Gayler, R.W., 2007, Adaptive communal detection in search of adversarial identity crime, Proceedings of the 2007 International Workshop on Domain Driven Data Mining, 12 August 2007 to 15 August 2007, The Association for Computing Machinery Inc, New York NY USA, pp. 1-10.

Phua, C.W.C., Smith-Miles, K., Lee, V.C., Gayler, R., 2007, Adaptive spike detection for resilient data stream mining, Proceedings of the 6th Australasian Data Mining Conference (AusDM 2007), 3 December 2007 to 4 December 2007, Australian Computer Society Inc., Sydney NSW Australia, pp. 181-188.

Al-Mutawah, K., Lee, V.C., Cheung, Y.P., 2007, Corporate culture: A new challenge to e-supply chain management systems, Proceedings of the Ninth International Conference on Enterprise Information Systems, 12 June 2007 to 14 June 2007, INSTICC, Portugal, pp. 279-282.

Dang, X., Ng, W., Ong, K., Lee, V.C., 2007, Discovering frequent sets from data streams with CPU constraint, Proceedings of the 6th Australasian Data Mining Conference (AusDM 2007), 3 December 2007 to 4 December 2007, Australian Computer Society Inc., Sydney NSW Australia, pp. 121-128.

Lee, V.C., Tan, T.Y., Kwok, T., 2007, Evolutionary finance simulation of long term equity portfolio management system, Proceedings of the 2007 International Conference on Service Systems and Service Management, 9 June 2007 to 11 June 2007, IEEE, China, pp. 369-374.

Barnes, M.B., Lee, V.C., 2007, Feature selection techniques, company wealth assessment and intra-sectoral firm behaviours, Proceedings of the Third International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications (ICIC 2007), 21 August 2007 to 24 August 2007, Springer-Verlag, Berlin Germany, pp. 134-146.

Wan, L., Ng, W., Han, S., Lee, V.C., 2007, Privacy-preservation for gradient descent methods, Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 12 August 2007 to 15 August 2007, Association for Computing Machinery (ACM), New York NY USA, pp. 775-783.

Seng, D.Y.P., Cheung, Y.P., Bal, J., Lee, V.C., 2006, A business model for collaborative commerce marketplace, Proceedings of the 17th Australasian Conference on Information Systems (ACIS 2006), 06 December 2006 to 08 December 2006, Australasian Association for Information Systems, Adelaide SA Australia, pp. 1-8.

Al-Mutawah, K., Lee, V.C., Cheung, Y.P., 2006, An intelligent algorithm for modeling and optimizing dynamic supply chains complexity, Proceedings of the International Conference on Intelligent Computing (ICIC 2006), 16 August 2006 to 19 August 2006, Springer-Verlag, Germany, pp. 975-980.

Phua, C.W.C., Gayler, R.W., Smith-Miles, K., Lee, V.C., 2006, Communal detection of implicit personal identity streams, Proceedings of the ICDM Workshops 2006: Sixth IEEE International Conference on Data Mining - Workshops, 18 December 2006, IEEE Computer Society, Los Alamitos CA USA, pp. 620-625.

Al-Mutawah, K., Lee, V.C., Cheung, Y.P., 2006, Modeling supply chain complexity using a Distributed Multi-objective Genetic Algorithm, Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2006), 8 May 2006 to 11 May 2006, Springer-Verlag, Germany, pp. 586-595.

Phua, C.W.C., Lee, V.C., Gayler, R.W., Smith, K.A., 2006, Temporal representation in spike detection of sparse personal identity streams, Proceedings of the International Workshop on Intelligence and Security Informatics (WISI 2006), 9 April 2006 to 9 April 2006, Springer-Verlag, Germany, pp. 115-126.

Lu, X., Sugianto, L.F., Lee, V.C., 2006, Test of asymmetry effect of demand on spot price using MCMC methods, Proceedings of the 2006 International Conference on Power System Technology (PowerCon 2006), 22 October 2006 to 26 October 2006, IEEE, Chongqing China, pp. 1-6.

Sim, T.H.A., Lee, V.C., 2005, A hybrid artificial intelligent-based criteria-matching with classification algorithm, Proceedings of the Second International Conference in Fuzzy Systems and Knowledge Discovery (FKSD 2005), 27 August 2005 to 29 August 2005, Springer-Verlag, Germany, pp. 150-159.

Lee, V.C., Shao, L.Y., 2005, A practical approach to assess information system security level by analyzing the port scan record, Proceedings of the IADIS International Conference e-Society 2005, 27 June 2005 to 30 June 2005, IADIS Press, Lisbon Portugal, pp. 283-290.

Lee, V.C., Yang, X.J., 2005, Development and test of an artificial-immune-abnormal-trading-detection system for financial markets, Proceedings of the International Conference on Intelligent Computing: Advances in Intelligent Computing (ICIC 2005), 23 August 2005 to 26 August 2005, Springer-Verlag, Germany, pp. 410-419.

Fang, V.K.F., Lee, V.C., Lim, Y.C., 2005, Volatility transmission between stock and bond markets: evidence from US and Australia, Proceedings of the 6th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2005), 6 July 2005 to 8 July 2005, Springer-Verlag, Germany, pp. 580-587.

Lee, V.C., Sim, T.H.A., 2004, A hybrid fuzzy-neuro model for preference-based decision analysis, Proceedings of the 5th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2004), 25 August 2004 to 27 August 2004, Springer-Verlag, Berlin Germany, pp. 449-456.

Lee, V.C., Sim, T.H.A., 2004, An algorithm for artificial Intelligence-based model adaptation to dynamic data distribution, Proceedings of the 5th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2004), 25 August 2004 to 27 August 2004, Springer-Verlag, Berlin Germany, pp. 232-240.

Denny, D., Lee, V.C., 2004, An alternative methodology for mining seasonal pattern using self-organizing map, Proceedings of the 8th Pacific-Asia Conference in Advances in Knowledge Discovery and Data Mining (PAKDD 2004), 26 May 2004 to 28 May 2004, Springer-Verlag Berlin, Berlin Germany, pp. 424-430.

Wu, W., Lee, V.C., Tan, T., 2004, Contributions of domain knowledge and stacked generalization in AI-based classification models, Proceedings of the 17th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2004), 4 December 2004 to 6 December 2004, Springer-Verlag, Germany, pp. 1049-1054.

Fang, V.K.F., Lee, V.C.S., 2004, Credit risks of interest rate swaps: a comparative study of CIR and Monte Carlo simulation approach, Proceedings of the 5th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2004), 25 August 2004 to 27 August 2004, Springer-Verlag GmbH, Germany, pp. 780-787.

Sim, A.T.H., Lee, V.C.S., 2003, A Simplified Neuro-Fuzzy Inference System (S-NFIS) tool for criteria matching, Design and Application of Hybrid Intelligent Systems, 14 December 2003 to 17 December 2003, IOS Press, Amsterdam The Netherlands, pp. 421-429.

Lee, V.C.S., 2003, A fuzzy multi-criteria decision model for information system security investment, Proceedings of the 4th International Conference in Intelligent Data Engineering and Automated Learning (IDEAL 2003), 21 March 2003 to 23 March 2003, Springer-Verlag, New York USA, pp. 436-441.

Sim, A.H., Lee, V.C.S., Indrawan, M.T., Mei, H., 2003, A self-learning fuzzy inference for truth discovery framework, Advances in Soft Computing: Intelligent Systems Design and Applications, 10 August 2003 to 13 August 2003, Springer-Verlag, Berlin Germany, pp. 87-96.

Sim, A.T.H., Lee, V.C., 2003, A simple algorithm for compensating data distribution variation in noisy time-series nonparametric prediction models, Proceedings of the Conference of the Spanish Association for Artificial Intelligence, 11 November 2003 to 14 November 2003, ACTAS, SPAIN, pp. 95-98.

Lee, V.C.S., Lin, H.C., 2003, A simple state-space technique for modelling nonlinear load generated harmonics, Proceedings of 10th IEEE International Conference on Electronics, Circuits and Systems, 14 December 2003 to 17 December 2003, SuviSoft Oy Ltd, Tampere FINLAND, pp. 1117-1120.

Lee, V.C.S., Shao, L., 2003, Fuzzy identification of variables in information security investment model, Proceedings of the International Conference on Fuzzy Information Processing: Theories and Applications, 01 March 2003 to 04 March 2003, Tsinghua University Press & Springer, CHINA, pp. 861-867.

Lee, V.C.S., Lin, H., 2003, Real data performance analysis of dynamic harmonics behaviour in a DC variable speed drive, Proceedings of the 10th IEEE International Conference on Electronics, Circuits and Systems, 14 December 2003 to 17 December 2003, Suvisoft Oy Ltd, Tampere FINLAND, pp. 838-841.

Fang, V.K.F., Lee, V.C.S., 2003, Testing the expectations hypothesis for interest rate term structure: some Australian evidence, Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2003), 18 May 2003 to 21 may 2003, Springer-Verlag, NY USA, pp. 189-198.

Lee, C., Lin, H., 2002, An intelligent filter for optimising co-existing dynamic harmonics, Proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery, 18 November 2002 to 22 November 2002, Nanyang Technological University, Singapore, pp. 369-373.

Lee, C.S., Loh, K.Y., 2002, Bayesian evolutionary learning algorithm with AMA proxy and FX trading profitability, Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning: Computational Intelligence for the E-Age, 18 November 2002 to 22 November 2002, Nanyang Technological University, Singapore, pp. 41-45.

Lee, C.S., Loh, K.Y., 2002, GP- based optimisation of technical trading indicators and profitability in FX market, Proceedings of the 9th International Conference on Neural Information Processing, 18 November 2002 to 22 November 2002, Nanyang Technological University, Singapore, pp. 1159-1163.

Lee, C., Lin, H.C., 2002, Performance analysis of three evolutionary algorithms: the cast for improvement on quality power supply, Proceedings of the 2002 International Joint Conference on Neural Networks, 12 May 2002 to 17 May 2002, IEEE Services Center, Piscataway USA, pp. 1390-1395.

Tan, R.B.N., Lee, C., 2001, Design and testing of a simple content-based colour image retrieval system, Proceedings 2001 International Symposium on Communications and Information Technology, 14 November 2001 to 16 November 2001, ISCIT Committee, Thailand, pp. 578-581.

Tan, R.B., Indrawan, M., Lee, C., 2001, Does LUV colour space exhibit superior performance in colour image retrievals?, Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 20 November 2001 to 21 November 2001, Tennessee State University, USA, pp. 386-390.

Teaching Commitment

Professor Vincent Lee is the Chief Examiner for the following units in the Faculty of IT;

• FIT3051 - Decision support systems for finance
• FIT5159 - IT for financial decision 

 

Vincent teaches the following units in the Faculty of IT;

• FIT3051 - Decision support systems for finance
• FIT5159 - IT for financial decision 
• FIT9006 - Information technology management

 

Activities

Faculty executive committee

Member
Inclusive Practices Faculty Equity and Diversity Committee
Monash

Postgraduate Research Supervisions

Current Supervision

Program of Study:

(MASTER'S BY RESEARCH).

Thesis Title:

Commercial Associativity and Electronic Commerce: A Strategic Proposal for small and medium enterprises from the wine industry in central zone of Chile.

Supervisors:

Cheung, Y (Main), Lee, V (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

HYBRID-BASED VISION SYSTEM FOR PLACE AND OBJECT RECOGNITION IN MOBILE PHONES.

Supervisors:

Lee, V (Main), Taniar, D (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Indexing and querying moving objects databases.

Supervisors:

Taniar, D (Main), Lee, V (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Innovation system: theory, practice and evidence.

Supervisors:

Lee, V (Main), Taniar, D (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Investigating into eMarketplaces lifecycle issues: Evidence from Saudi Arabia.

Supervisors:

Cheung, Y (Joint-co), Lee, V (Joint).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Portfolio risk optimisation by fuzzy approaches.

Supervisors:

Lee, V (Associate), Peterson, J (Associate).

Completed Supervision

Student:

Al-Mutawah, K.

Program of Study:

A study of corporate culture compatibility on supply chain performance. (PHD) 2009.

Supervisors:

Lee, V (Main), Cheung, Y (Associate).

Student:

Barnes, M.

Program of Study:

Comparative empirical study of data driven multivariate models for assessing firm financial health. (PHD) 2008.

Supervisors:

Lee, V (Joint-Co).

Student:

Daly, O.

Program of Study:

Negative Association and Exception Rules in Data Mining. (Masters) 2004.

Supervisors:

Taniar, D (Main), Lee, V (Associate).

Student:

Phua, C.

Program of Study:

Data mining in resilient identity crime detection. (PHD) 2007.

Supervisors:

Smith-Miles, K (Main), Lee, V (Joint).

Student:

Sim, T.

Program of Study:

A Technique Integrating Criteria-matching with Classification for Predicting Customer Groups. (Masters) 2004.

Supervisors:

Lee, V (Main), Indrawan, M (Associate).

Student:

Yang, X.

Program of Study:

Development and Test of an Artificial Immune Abnormal-Trading-Detection System for Financial Markets. (Masters) 2005.

Supervisors:

Lee, V (Main).