Vincent Lee

Assoc Professor

Accepting PhD Students

20012019
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Research Output 2001 2019

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

Multiple autonomous robots coordination and navigation

Lin, H. C., Li, L. L. & Lee, V. C. S., 2019, In : Journal of Robotics. 2019, 2 p., 1274372.

Research output: Contribution to journalEditorialOtherpeer-review

Open Access
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2018

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

Public value co-creation via gov2.0 complexity cube

Aladalah, M. S. M., Cheung, Y., Lee, V. C. S. & Alamri, S., 2018, International E-Government Development: Policy, Implementation and Best Practice. Alcaide Muñoz, L. & Pedro Rodríguez Bolívar, M. (eds.). Cham Switzerland: Palgrave Macmillan, p. 239-269 31 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

2017

Gov2.0: public value enabler

Aladalah, M. S. M., Cheung, Y. & Lee, V. C. S., 2017, 38th International Conference on Information Systems (ICIS 2017): Transforming Society with Digital Innovation. Soh, C., Henfridsson, O. & Yoo, Y. (eds.). Red Hook NY USA: Association for Information Systems, Vol. 7. p. 4932-4953 22 p.

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

2016

An intelligent data fusion framework for structural health monitoring

Sun, D., Lee, V. CS. & Lu, Y., 19 Oct 2016, Proceedings of the 2016 IEEE 11th Conference on Industrial Electronics and Applications (ICIEA 2016): Hefei, China, 5-7 June 2016. Xie, W., Hu, C. & Chen, W. (eds.). Piscataway, NJ: IEEE, Institute of Electrical and Electronics Engineers, p. 49-54 6 p. 7603550

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Delivering public value: Synergistic integration via Gov 2.0

Aladalah, M., Cheung, Y. & Lee, V. C. S., 7 Mar 2016, Proceedings of the 49th Annual Hawaii International Conference on System Sciences (HICSS 2016): Koloa, Hawaii, USA, 5-8 January 2016. Bui, T. X. & Sprague, R. H. (eds.). Piscataway, NJ: IEEE, Institute of Electrical and Electronics Engineers, p. 3000-3009 10 p. 7427559

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

Exploratory simulation models for fraudulent detection in Bitcoin system

Wei, H. & Lee, V., 19 Oct 2016, Proceedings of the 2016 IEEE 11th Conference on Industrial Electronics and Applications (ICIEA 2016): 5-7 June 2016, Hefei, China. Xie, W., Hu, C. & Chen, W. (eds.). Piscataway, NJ: IEEE, Institute of Electrical and Electronics Engineers, p. 1972-1977 6 p. 7603912

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

Knowledge sharing via informal communities in a globally distributed organization

Chen, P., Cheung, Y., Lee, V. C. S. & Hart, A., 2016, Knowledge and Systems Sciences: 17th International Symposium, KSS 2016, Kobe, Japan, November 4–6, 2016, Proceedings. Chen, J., Nakamori, Y., Yue, W. & Tang, X. (eds.). Singapore: Springer, p. 30-43 14 p. (Communications in Computer and Information Science; vol. 660).

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

Winning digital citizens: A model and instrument

Aladalah, M., Cheung, Y. & Lee, V. C. S., 2016, PACIS 2016 Proceedings. Chau, P. Y. K. & Chang, S-I. (eds.). Pacific Asia Conference on Information Systems, 17 p.

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

Open Access
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2015

An efficient vertical-Apriori Mapreduce algorithm for frequent item-set mining

Sun, D., Lee, V. C-S., Burstein, F. & Delir Haghighi, P., 2015, Proceedings of the 2015 10th IEEE Conference on Industrial Electronics and Applications (ICIEA 2015). Li, Z., Tang, L. & Zhou, K. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 108 - 112 5 p.

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

DAG: A model for privacy preserving computation

Teo, S. G., Cao, J. & Lee, V. C. S., 2015, 2015 IEEE International Conference on Web Services (ICWS 2015). Miller, J. A. & Zhu, H. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 289 - 296 8 p.

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

Gov2.0: A service science perspective

Aladalah, M., Cheung, Y. & Lee, V. C. S., 2015, PACIS 2015 Proceedings. Kankanhalli, A., Jones, A. B. & Teo, T. (eds.). Atlanta, Georgia: Association for Information Systems, 18 p.

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

Preface

Yau, H. T., Ogorzalek, M. J., Sandnes, F. E., Lee, C. S. & Li, Y., 2015, In : Journal of Applied Research and Technology. 13, 2, p. 169 1 p.

Research output: Contribution to journalEditorialOtherpeer-review

Uplifting citizens' participation: A Gov 2.0 conceptual framework

Aladalah, M. S. M., Cheung, Y. P. & Lee, V. C-S., 2015, Proceedings of the 15th European Conference on e-Government (ECEG 2015). Adams, C. (ed.). Reading UK: Academic Conferences and Publishing International, p. 9 - 17 9 p.

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

2014

Clusters and innovation: A case of the Colchagua wine cluster

Reyes, C., Cheung, Y. P. & Lee, V. C-S., 2014, PACIS 2014 Proceedings. Siau, K., Li, Q. & Guo, X. (eds.). Atlanta GA USA: Association for Information Systems, p. 1 - 11 11 p.

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

Collaborative networks and firm performance: Moderating role of information system integration

Wang, N. & Lee, V. C-S., 2014, Proceedings of the 25th Australasian Conference on Information Systems (ACIS 2014). Wang, W. & Pauleen, D. (eds.). Auckland New Zealand: Australasian Conference on Information Systems, p. 1 - 10 10 p.

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

Editorial: System simulation and control in engineering

Yau, H. T., Ogorzalek, M. J., Sandnes, F. E., Siong Lee, C. V. & Li, Y., 2014, In : Mathematical Problems in Engineering. 2014, 1 p., 608237.

Research output: Contribution to journalEditorialOtherpeer-review

Solving fuzzy programming with a consistent fuzzy number ranking

Nguyen, T., Lee, V., Khosravi, A., Creighton, D. & Nahavandi, S., 2014, Proceedings 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 551-556 6 p.

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

Towards sustainability of emarketplaces

Aladalah, M. S. M., Cheung, Y. P. & Lee, V. C-S., 2014, PACIS 2014 Proceedings. Siau, K., Li, Q. & Guo, X. (eds.). Atlanta GA USA: Association for Information Systems, p. 1 - 19 19 p.

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

2013

An empirical study of eMarketplaces customers' satisfaction: Evidence from Saudi Arabia

Algarni, F. A., Cheung, Y. P. & Lee, V. C-S., 2013, Proceedings of the 2013 10th International Conference on Service Systems and Service Management (ICSSSM 2013). Cai, X., Chen, J., Jia, J., Xiao, Y. & Zhou, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 434 - 439 6 p.

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

Exploring enterprise strategic orientation and radical innovation success

Wang, N. & Lee, V. C-S., 2013, Information Systems: Transforming the Future, 24th Australasian Conference on Information Systems. Deng, H. & Standing, C. (eds.). Melbourne Vic Australia: RMIT Publishing, p. 1 - 11 11 p.

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

Privacy preserving support vector machine using non-linear kernels on Hadoop Mahout

Teo, S. G., Han, S. & Lee, V. C-S., 2013, Proceedings of the IEEE 16th International Conference on Computational Science and Engineering (CSE 2013). Chen, J., Cuzzocrea, A. & Yang, L. T. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 941 - 948 8 p.

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

2012

An adaptive algorithm for finding frequent sets in landmark windows

Dang, X. H., Ong, K-L. & Lee, V. C-S., 2012, Scalable Uncertainty Management: 6th International Conference, Proceedings. Hullermeier, E., Link, S., Fober, T. & Seeger, B. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 590 - 597 8 p.

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

An intelligent system for business loan processing

Lee, V. C-S., Al-Dabass, D. (ed.), Wang, N., Saad, I. (ed.), Abdullah, M. H. (ed.), Yunus, J. (ed.) & Ibrahim, Z. (ed.), 2012, p. 390 - 396. 7 p.

Research output: Contribution to conferenceOtherOther

A study of efficiency and accuracy of secure multiparty protocol in privacy-preserving data mining

Teo, S. G., Barolli, L. (ed.), Lee, V. C-S., Enokido, T. (ed.), Han, S., Xhafa, F. (ed.) & Takizawa, M. (ed.), 2012, p. 85 - 90. 6 p.

Research output: Contribution to conferenceOtherOther

Demand response architectures and load management algorithms for energy-efficient power grids: A survey

Law, Y. W., Lee, V. C. S. (ed.), Alpcan, T., Ong, K-L. (ed.), Lee, V. C-S., Lo, A., Marusic, S. & Palaniswami, M., 2012, p. 134 - 141. 8 p.

Research output: Contribution to conferenceOtherOther

Message from the general chairs

Lee, V. C. S. & Chen, J., 2012, 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2012): 8-10 November 2012, Melbourne, Victoria, Australia. IEEE, Institute of Electrical and Electronics Engineers, p. ix 1 p.

Research output: Chapter in Book/Report/Conference proceedingForeword / PostscriptOtherpeer-review

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

The relationship between complementary services and service system value creation: A case study of eMarketplaces in Saudi Arabia

Algarni, F., Cheung, Y. & Lee, V., 2012, Proceedings - 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2012): 8-10 November 2012, Melbourne, Victoria, Australia. Lee, V. CS. & Ong, K-L. (eds.). Piscataway, NJ: IEEE, Institute of Electrical and Electronics Engineers, p. 211-215 5 p. 6407374

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

Towards objective data selection in bankruptcy prediction

Gunnersen, S. E., Smith, K. A. & Lee, V. C-S., 2012, 2012 IEEE Congress on Evolutionary Computation. Li, X. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 201 - 208 8 p.

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

Why Web-based pseudo relevance feedback systems fail

Zhang, J., Lee, V. C. S. (ed.), Ong, K-L. & Lee, V. C-S., 2012, p. 216 - 222. 7 p.

Research output: Contribution to conferenceOtherOther

An integrated BPM-SOA framework for agile enterprises

Wang, N. & Lee, V. C-S., 2011, Proceedings of the Third International Conference on Intelligent Information and Database Systems, Part 1: ACIIDS 2011. Nguyen, N. T., Kim, C-G. & Janiak, A. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 557 - 566 10 p.

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

DFT-based recursive minimizing algorithm for power interharmonics analysis

Lin, H. C., Lee, V. C-S. & Huang, G. S., 2011, Proceedings of the 37th Annual Conference of the IEEE Industrial Electronics Society. Ibrahim, Y. & Chang, E. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1306 - 1311 6 p.

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

Optimizing of BP neural network based on genetic algorithms in power load forecasting

Wang, Y., Niu, D. & Lee, V. C-S., 2011, Proceedings of the 37th Annual Conference of the IEEE Industrial Electronics Society. Ibrahim, Y. & Chang, E. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 4322 - 4327 6 p.

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

Real-time detection of parked vehicles from multiple image streams

Ong, K-L. & Lee, V. C-S., 2011, Proceedings of the Third International Conference on Networked Digital Technologies. Fong, S. (ed.). Berlin Germany: Springer-Verlag London Ltd., p. 280 - 291 12 p.

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

SpecVCMV: Improving cluster visualisation

Gunnersen, S. E., Smith, K. A. & Lee, V. C-S., 2011, Proceedings of the 37th Annual Conference of the IEEE Industrial Electronics Society. Ibrahim, Y. & Chang, E. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2255 - 2260 6 p.

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

The ASR technique for meal service robot

Huang, G. S., Lee, V. C-S., Lin, H. C. & Ju, M-J., 2011, Proceedings of the 37th Annual Conference of the IEEE Industrial Electronics Society. Ibrahim, Y. & Chang, E. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3317 - 3322 6 p.

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

Towards an explanatory model of eMarketplaces utilization: A case study of Saudi Arabia

Algarni, F. A., Cheung, Y. P. & Lee, V. C-S., 2011, Proceedings of the 13th International Conference on Enterprise Information Systems. Zhang, R., Cordeiro, J., Li, X., Zhang, Z. & Zhang, J. (eds.). Lisboa Portugal: Scitepress, Vol. 4. p. 63 - 75 13 p.

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

Welcome message from the editors

Lee, V. & Khosla, R., 2011, 2011 Sixth International Conference on Digital Information Management (ICDIM 2011): 26-28 September 2011, University of Melbourne, Australa. IEEE, Institute of Electrical and Electronics Engineers, 2 p. 6093377

Research output: Chapter in Book/Report/Conference proceedingForeword / PostscriptOtherpeer-review

2010

A case of sharing competences via a collaborative digital network

Cheung, Y. P., Lee, V. C-S., Scheepers, H. & Bal, J., 2010, Proceedings of the 5th IEEE International Conference on Management of Innovation and Technology. Chai, K-H., Narasimhalu, D. & Sharma, R. (eds.). Singapore: IEEE, Institute of Electrical and Electronics Engineers, p. 1067 - 1072 6 p.

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

A competence-based collaborative network: The West Midlands Collaborative Commerce Marketplace

Cheung, Y. P., Scheepers, H., Swift, M., Lee, V. C-S. & Bal, J., 2010, Proceedings of the 11th IFIP WG 5.5 Working Conference on Virtual Enterprises. Camarinha-Matos, L. M., Boucher, X. & Afsarmanesh, H. (eds.). Berlin Germany: Springer, Vol. 336. p. 380 - 387 8 p.

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

A machine learning approach to link prediction for interlinked documents

Kc, M., Chau, R., Hagenbuchner, M., Tsoi, A. C. & Lee, V., 2010, Focused Retrieval and Evaluation - 8th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2009, Revised and Selected Papers. Springer, p. 342-354 13 p. (Lecture Notes in Computer Science; vol. 6203 ).

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

A study on detecting patterns in Twitter intra-topic user and message clustering

Cheong, M. & Lee, V. C-S., 2010, Proceedings of the 20th International Conference on Pattern Recognition. Boyer, K. L., Cetin, M. & Lee, S-W. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3125 - 3128 4 p.

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

Dissecting Twitter: A review on current microblogging research and lessons from related fields

Cheong, M. & Lee, V. C-S., 2010, From Sociology to Computing in Social Networks: Theory, Foundations and Applications. Memon, N. & Alhajj, R. (eds.). Vienna Austria: Springer, p. 343 - 362 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

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