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  • Man Leung WONG
2020

Cost-sensitive ensemble of stacked denoising autoencoders for class imbalance problems in business domain

WONG, M. L., SENG, K. & WONG, P. K., 1 Mar 2020, In : Expert Systems with Applications. 141, 112918.

Research output: Journal PublicationsJournal Article (refereed)

3 Citations (Scopus)
2019

Probabilistic grammar-based deep neuroevolution

WONG, P., WONG, M. & LEUNG, K., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. New York: Association for Computing Machinery, Inc, p. 87-88 2 p. (GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion).

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

Probabilistic Grammar-based Neuroevolution for Physiological Signal Classification of Ventricular Tachycardia

WONG, P., LEUNG, K. & WONG, M., 30 Nov 2019, In : Expert Systems with Applications. 135, p. 237-248 12 p.

Research output: Journal PublicationsJournal Article (refereed)

Semantic fitness function in genetic programming based on semantics flow analysis

WONG, P., WONG, M. & LEUNG, K., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. López-Ibáñez, M. (ed.). Association for Computing Machinery (ACM), p. 354-355 2 p. (GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion).

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

2018

Decomposition Approach for Learning Large Gene Regulatory Network

LO, L., WONG, M. L., LEUNG, K. S., LAM, W. L. A. & Chung, C., 20 Jun 2018, In : Journal of Health & Medical Informatics. 9, 3, 315.

Research output: Journal PublicationsJournal Article (refereed)

Open Access

Super-resolution for sequence series data using long-short term memory network

WONG, P. K., WONG, M. L. & LEUNG, K. S., 2 Feb 2018, 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-8 8 p.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

2017

Cost-Sensitive Deep Neural Networks for Financial Fraud Detection

SENG, K. & WONG, M. L., Aug 2017.

Research output: Other Conference ContributionsConference Paper (other)Other Conference Paperpeer-review

Long-short term memory network for RNA structure profiling super-resolution

WONG, P. K., WONG, M. L. & LEUNG, K. S., Nov 2017, Theory and Practice of Natural Computing : 6th International Conference, TPNC 2017, Prague, Czech Republic, December 18-20, 2017, proceedings. Springer-Verlag GmbH and Co. KG, p. 255-266 12 p. (Lecture Notes in Computer Science (LNCS) book series; vol. 10687).

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

1 Scopus Citations

Hierarchical knowledge in self-improving Grammar-Based Genetic Programming

WONG, P-K., WONG, M. L. & LEUNG, K-S., 1 Jan 2016, Parallel Problem Solving from Nature: PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings. Springer, p. 270-280 11 p.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

5 Citations (Scopus)

Learning grammar rules in probabilistic Grammar-based Genetic Programming

WONG, P-K., WONG, M. L. & LEUNG, K-S., 1 Jan 2016, Theory and practice of natural computing : 5th international conference, TPNC 2016, Sendai, Japan, December 12-13, 2016, proceedings. Springer, p. 208-220 13 p.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

2015

Exploiting modularity and hierarchical modularity to infer large causal gene regulatory network

LO, L. Y., WONG, M. L., LEE, K. H. & LEUNG, K. S., 1 Jan 2015, 2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2015. Institute of Electrical and Electronics Engineers Inc.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

Financial fraud detection by using grammar-based multi-objective genetic programming with ensemble learning

LI, H. & WONG, M. L., 1 Jan 2015, 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1113-1120 8 p.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

8 Citations (Scopus)

High-order dynamic Bayesian network learning with hidden common causes for causal gene regulatory network

LO, L. Y., WONG, M. L., LEE, K. H. & LEUNG, K. S., 2015, In : BMC Bioinformatics. 16, p. 1-28 28 p., 395.

Research output: Journal PublicationsJournal Article (refereed)

Open Access
8 Citations (Scopus)

Large Causal Gene Regulatory Network Inference by Decomposition into Subnetworks

LO, L-Y., WONG, M. L., LEE, K-H. & LEUNG, K-S., May 2015, In : International Journal of Bioscience, Biochemistry and Bioinformatics. 5, 3, p. 175 - 183

Research output: Journal PublicationsJournal Article (refereed)

Open Access

Scalable model-based clustering for large databases based on data summarization

JIN, H., WONG, M. L. & LEUNG, K-S., 1 Jan 2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 27, 11, p. 1710-1719 10 p.

Research output: Journal PublicationsJournal Article (refereed)

13 Citations (Scopus)

Targeting high value customers while under resource constraint : partial order constrained optimization with genetic algorithm

CUI, G., WONG, M. L. & WAN, X., Feb 2015, In : Journal of Interactive Marketing. 29, 1, p. 27-37 11 p.

Research output: Journal PublicationsJournal Article (refereed)

12 Citations (Scopus)

Time delayed causal gene regulatory network inference with hidden common causes

LO, L. Y., WONG, M. L., LEE, K. H. & LEUNG, K. S., 22 Sep 2015, In : PLoS ONE. 10, 9, p. 1-47 47 p., e0138596.

Research output: Journal PublicationsJournal Article (refereed)

Open Access
6 Citations (Scopus)
2014

Applying ant colony optimization to configuring stacking ensembles for data mining

CHEN, Y., WONG, M. L. & LI, H., May 2014, In : Expert Systems with Applications. 41, 6, p. 2688-2702 15 p.

Research output: Journal PublicationsJournal Article (refereed)

26 Citations (Scopus)

Grammar-based genetic programming with Bayesian network

WONG, P. K., LO, L. Y., WONG, M. L. & LEUNG, K. S., 22 Sep 2014, Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014. Institute of Electrical and Electronics Engineers Inc., p. 739-746 8 p.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

4 Citations (Scopus)

Grammar-based genetic programming with dependence learning and Bayesian network classifier

WONG, P. K., LO, L. Y., WONG, M. L. & LEUNG, K. S., 12 Jul 2014, GECCO 2014 - Proceedings of the 2014 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, p. 959-966 8 p.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

4 Citations (Scopus)

Knowledge Discovering in Corporate Securities Fraud by Using Grammar Based Genetic Programming

LI, H-B. & WONG, M. L., Mar 2014, In : Journal of Computer and Communications. 2, 4, p. 148-156 9 p.

Research output: Journal PublicationsJournal Article (refereed)

Open Access
2013

Applying ant colony optimization in configuring stacking ensemble

CHEN, Y. & WONG, M. L., 23 Apr 2013, 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012. Institute of Electrical and Electronics Engineers, p. 2111-2116 6 p.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

3 Citations (Scopus)

Data mining using parallel multi-objective evolutionary algorithms on graphics processing units

WONG, M. L. & CUI, G., 1 Jan 2013, Massively Parallel Evolutionary Computation on GPGPUs. Springer-Verlag GmbH and Co. KG, p. 287-307 21 p.

Research output: Book Chapters | Papers in Conference ProceedingsBook Chapter

12 Citations (Scopus)

Genetic algorithm for dimer-led and error-restricted spaced motif discovery

CHAN, T. M., LO, L. Y., WONG, M. L., LIANG, Y. & LEUNG, K. S., 12 Sep 2013, Proceedings of the IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. Institute of Electrical and Electronics Engineers Inc., p. 198-205 8 p.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

2012

Cost-sensitive learning via priority sampling to improve the return on marketing and CRM investment

CUI, G., WONG, M. L. & WAN, X., 1 Jan 2012, In : Journal of Management Information Systems. 29, 1, p. 341-374 34 p.

Research output: Journal PublicationsJournal Article (refereed)

12 Citations (Scopus)

Evolutionary algorithms for data mining

COLLET, P. & WONG, M. L., Mar 2012, In : Genetic Programming and Evolvable Machines. 13, 1, p. 69-70 2 p.

Research output: Journal PublicationsJournal Article (refereed)

2011

Optimizing stacking ensemble by an ant colony optimization approach

CHEN, Y. & WONG, M. L., 1 Jan 2011, Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication. p. 7-8 2 p.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)

11 Citations (Scopus)