Vincent Lee

Assoc Professor

Accepting PhD Students

20012019
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Research Output 2001 2019

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Conference Paper
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

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

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

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

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

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

2011

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

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

Twittering for Earth: A study on the impact of microblogging activism on Earth Hour 2009 in Australia

Cheong, M. & Lee, V. C-S., 2010, Proceedings of the Second International Conference on Intelligent Information and Database Systems. Nguyen, N. T., Le, M. T. & Swiatek, J. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5991. p. 114 - 123 10 p.

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

2009

A ConceptLink graph for text structure mining

Chau, R., Tsoi, A. C., Hagenbuchner, M. & Lee, V. C-S., 2009, Proceedings of the Thirty-Second Australasian Computer Science Conference (ACSC 2009). Mans, B. (ed.). Sydney NSW Australia: Australian Computer Society Inc, Vol. 31. p. 141 - 149 9 p.

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

An EM-based algorithm for clustering data streams in sliding windows

Dang, X. H., Lee, V. C-S., Ng, W. K., Ciptadi, A. & Ong, K-L., 2009, Proceedings of the 14th International Conference on Database Systems for Advanced Applications (DASFAA 2009). Zhou, X., Yokota, H., Deng, K. & Liu, Q. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5463. p. 230 - 235 6 p.

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

Editorial to the Proceedings of Mobile Technologies in Enterprise Computing Systems Workshop (MTECS 2009)

Goh, T. T., Bose, S., Ng, W. K., Cao, L. & Lee, V. C. S., 2009, 2009 13th Enterprise Distributed Object Computing Conference Workshops, EDOCW - Proceedings of the IEEE EDOC 2009 Workshops and Short Papers. IEEE, Institute of Electrical and Electronics Engineers, p. 138-139 2 p. 5332005

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

Incremental and adaptive clustering stream data over sliding window

Dang, X. H., Lee, V. C-S., Ng, W. K. & Ong, K-L., 2009, Proceedings of the 20th International Conference on Database and Expert Systems Applications (DEXA 2009). Bhowmick, S. S., Kung, J. & Wagner, R. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5690. p. 660 - 674 15 p.

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

Integrating web-based intelligence retrieval and decision-making from the twitter trends knowledge base

Cheong, M. & Lee, V. C-S., 2009, Proceedings of the 18th ACM Conference on Information and Knowledge Management: CIKM 2009 Co-Located Workshops. Han, W-S., Song, M., Meng, X., Wang, H., Chen, Y., Wang, J., Zhou, S., Zhang, D., Song, I-Y., Zimanyi, E., Mockus, A., Hwang, S., Kim, S., Altman, R., Lee, D., Huan, J., Marcos, E., Papazoglou, M. & al, E. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1 - 8 8 p.

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

2008

An empirical study of genetic programming generated trading rules in computerized stock trading service system

Mallick, D., Lee, V. C-S. & Ong, Y. S., 2008, Proceedings of the 2008 International Conference on Service Systems and Service Management. Lee, V. (ed.). Melbourne Vic Australia: Clayton School of IT, Monash University, p. 701 - 706 6 p.

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

A review of literature on enterprise resource planning systems

Xu, Y., Lee, V. C-S. & Rahmati, N., 2008, Proceedings of the 2008 International Conference on Service Systems and Service Management. Lee, V. (ed.). Melbourne Vic Australia: Clayton School of IT, Monash University, p. 569 - 574 6 p.

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

Enterprise resource planning systems: a brief literature review

Xu, Y., Rahmati, N. & Lee, V., 2008, 9th IBIMA Conference on Information Management in Modern Organizations; Marrakech; Morocco; 4 January 2008 through 6 January 2008. IBIMA Publishing, p. 756-766 11 p.

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

Implementing corporate culture fit across networked enterprises - A multiagent co-evolution path approach

Al-Mutawah, K. & Lee, V. C-S., 2008, Proceedings of the 2008 International Conference on Service Systems and Service Management. Lee, V. (ed.). Melbourne Vic Australia: Clayton School of IT, Monash University, p. 526 - 531 6 p.

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

Preface: Presents the introductory welcome message from the conference proceedings.

Lee, V. C. S., 2008, 5th International Conference on Service Systems and Service Management, ICSSSM'08; Melbourne; Australia; 30 June 2008 through 2 July 2008. IEEE, Institute of Electrical and Electronics Engineers, 1 p.

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

Utility of real-time decision-making in commercial data stream mining domains

Phua, C., Lee, V. C-S. & Smith-Miles, K., 2008, Proceedings of the 2008 International Conference on Service Systems and Service Management. Lee, V. C. S., Ng, W-K., Ong, K-L. & Tan, T. Y. (eds.). Melbourne Vic Australia: Clayton School of IT, Monash University, p. 46 - 51 6 p.

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

2007

Adaptive communal detection in search of adversarial identity crime

Phua, C. W. C., Lee, V. C-S., Smith-Miles, K. & Gayler, R. W., 2007, Proceedings of the 2007 International Workshop on Domain Driven Data Mining. Yu, P., Zhang, C., Williams, G. & Cao, L. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1 - 10 10 p.

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

Adaptive spike detection for resilient data stream mining

Phua, C. W. C., Smith-Miles, K., Lee, V. C-S. & Gayler, R., 2007, Proceedings of the 6th Australasian Data Mining Conference (AusDM 2007). Christen, P., Kennedy, P., Li, J., Kolyshkina, I. & Williams, G. (eds.). Sydney NSW Australia: Australian Computer Society Inc, Vol. 70. p. 181 - 188 8 p.

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

Corporate culture: A new challenge to e-supply chain management systems

Al-Mutawah, K., Lee, V. C-S. & Cheung, Y. P., 2007, Proceedings of the Ninth International Conference on Enterprise Information Systems. Cardoso, J., Cordeiro, J. & Filipe, J. (eds.). Portugal: INSTICC, Vol. SAIC. p. 279 - 282 4 p.

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