Vincent Lee

Assoc Professor

Accepting PhD Students

PhD projects

1) Development of Efficient Secure multiparty computation algorithms for privacy preserving; 2) Development of hybrid models for Anomaly detection in multidimensional multimedia data streams; 3) Reinforcement learning algorithms for real time moving target tracking and detection and communications; 4) AI and IoT analytics for decision management in precision medicine and patient engagement data; 5) Optimising distributed energy resources in smart microgrid.

20012020

Research output per year

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Research Output

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Article
2020

Concrete crack detection with handwriting script interferences using faster region-based convolutional neural network

Deng, J., Lu, Y. & Lee, V. C. S., Apr 2020, In : Computer-Aided Civil and Infrastructure Engineering. 35, 4, p. 373-388 16 p.

Research output: Contribution to journalArticleResearchpeer-review

5 Citations (Scopus)

DAG: a general model for privacy-preserving data mining

Teo, S. G., Cao, J. & C.S. Lee, V., 1 Jan 2020, In : IEEE Transactions on Knowledge and Data Engineering. 32, 1, p. 40-53 14 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)
2012

Resilient identity crime detection

Phua, C., Smith-Miles, K. A., Lee, V. C-S. & Gayler, R., 2012, In : IEEE Transactions on Knowledge and Data Engineering. 24, 3, p. 533 - 546 14 p.

Research output: Contribution to journalArticleResearchpeer-review

27 Citations (Scopus)
2011

A microblogging-based approach to terrorism informatics: Exploration and chronicling civilian sentiment and response to terrorism events via Twitter

Cheong, M. & Lee, V. C. S., 2011, In : Information Systems Frontiers. 13, 1, p. 45-59 15 p.

Research output: Contribution to journalArticleResearchpeer-review

115 Citations (Scopus)
2010

Privacy-preserving gradient-descent methods

Han, S., Ng, W. K., Wan, L. & Lee, V. C-S., 2010, In : IEEE Transactions on Knowledge and Data Engineering. 22, 6, p. 884 - 899 16 p.

Research output: Contribution to journalArticleResearchpeer-review

41 Citations (Scopus)
2009

A new multi-agent system framework for tacit knowledge management in manufacturing supply chains

Al-Mutawah, K., Lee, V. C-S. & Cheung, Y. P., 2009, In : Journal of Intelligent Manufacturing. 20, 5, p. 593 - 610 18 p.

Research output: Contribution to journalArticleResearchpeer-review

47 Citations (Scopus)

Effects of macroeconomic and firm-specific factors on shareholder wealth: Some Australian evidence

Barnes, M. B. & Lee, V. C-S., 2009, In : Journal of Wealth Management. 12, 1, p. 41 - 61 21 p.

Research output: Contribution to journalArticleResearchpeer-review

On the communal analysis suspicion scoring for identity crime in streaming credit applications

Phua, C., Gayler, R., Lee, V. C-S. & Smith-Miles, K., 2009, In : European Journal of Operational Research. 195, 2, p. 595 - 612 18 p.

Research output: Contribution to journalArticleResearchpeer-review

14 Citations (Scopus)
2008

Exception rules in association rule mining

Taniar, D., Rahayu, J. W., Lee, V. C-S. & Daly, O., 2008, In : Applied Mathematics and Computation. 205, 2, p. 735 - 750 16 p.

Research output: Contribution to journalArticleResearchpeer-review

58 Citations (Scopus)
2007

A multivariate neuro-fuzzy system for foreign currency risk management decision making

Lee, V. C-S. & Wong, H. T., 2007, In : Neurocomputing. 70, 4-6, p. 942 - 951 10 p.

Research output: Contribution to journalArticleResearchpeer-review

12 Citations (Scopus)

An empirical study of AI-based multiple domain models for selecting attributes that drive company wealth

Barnes, M. B. & Lee, V. C-S., 2007, In : Soft Computing. 11, 12, p. 1193 - 1198 6 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Volatility linkages and spillovers in stock and bond markets: some international evidence

Fang, V. K. F., Lin, C-T. & Lee, V. C-S., 2007, In : Journal of International Finance and Economics - J I F E. 7, 1, p. 1 - 10 10 p.

Research output: Contribution to journalArticleResearchpeer-review

2006

An artificial immune system approach for real-time discovery of rare patterns in data stream

Lee, V. C-S. & Yang, X., 2006, In : WSEAS Transactions on Systems. 5, 6, p. 1476 - 1481 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Data preprocessing and data parsimony in corporate failure forecast models: evidence from Australian materials industry

Wu, W., Lee, V. C. S. & Tan, T. Y., 2006, In : Accounting and Finance. 46, 2, p. 327 - 345 19 p.

Research output: Contribution to journalArticleResearchpeer-review

8 Citations (Scopus)

Estimating potential IT security losses: an alternative quantitative approach

Lee, V. C-S. & Shao, L., 2006, In : IEEE Security and Privacy. 4, 6, p. 44 - 52 9 p.

Research output: Contribution to journalArticleResearchpeer-review

7 Citations (Scopus)
2004

Contributions of domain knowledge and stacked generalization in AI-based classification models

Kostenko, W., Lee, V. & Tan, T., 2004, In : Lecture Notes in Computer Science. 3339, p. 1049 - 1054 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Minority Report in Fraud Detection: Classification of Skewed Data

Phua, C. W. C., Alahakoon, D. & Lee, V. C-S., 2004, In : SIGKDD Explorations. 6, 1, p. 50 - 59 10 p.

Research output: Contribution to journalArticleOther

2001

Enhanced FFT-Based Parametric Algorithm for Simultaneous Multiple Harmonics Analysis

Lin, H. C. & Lee, V. C-S., 2001, In : IEE Proceedings-Generation Transmission and Distribution. 148, 3, p. 209 - 213 5 p.

Research output: Contribution to journalArticleResearchpeer-review

57 Citations (Scopus)

Interactive framework for teaching power system harmonics

Cheng, S. L. & Hsiung, C. L., Jan 2001, In : International Journal of Electrical Engineering Education. 38, 1, p. 45-53 9 p.

Research output: Contribution to journalArticleResearchpeer-review

9 Citations (Scopus)