WONG Man Leung, Prof.

  • 8 Castle Peak Road, Tuen Mun

    Hong Kong

  • 1271 Scopus Citations
  • 21 Scopus h-Index
1991 …2022

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

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)Researchpeer-review

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)Researchpeer-review

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)Researchpeer-review

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)Researchpeer-review

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)Researchpeer-review

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)Researchpeer-review

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)Researchpeer-review

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)Researchpeer-review

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)

25 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)Researchpeer-review

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)Researchpeer-review

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)Researchpeer-review

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 ChapterResearchpeer-review

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)Researchpeer-review

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)Researchpeer-review

11 Citations (Scopus)
2010

Adaptive, convergent, and diversified archiving strategy for multiobjective evolutionary algorithms

JIN, H. & WONG, M. L., 1 Dec 2010, In : Expert Systems with Applications. 37, 12, p. 8462-8470 9 p.

Research output: Journal PublicationsJournal Article (refereed)

7 Citations (Scopus)

An ant colony optimization approach for stacking ensemble

CHEN, Y. & WONG, M. L., 1 Jan 2010, Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010. p. 146-151 6 p.

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

10 Citations (Scopus)

Bayesian variable selection for binary response models and direct marketing forecasting

CUI, G., WONG, M. L. & ZHANG, G., 1 Dec 2010, In : Expert Systems with Applications. 37, 12, p. 7656-7662 7 p.

Research output: Journal PublicationsJournal Article (refereed)

7 Citations (Scopus)

Constrained optimization with genetic algorithm : improving profitability of targeted marketing

CUI, G., WONG, M. L. & WAN, X., 1 Jan 2010, Proceedings - 2010 International Conference on Management of e-Commerce and e-Government, ICMeCG 2010. p. 26-30 5 p.

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

2 Citations (Scopus)

Data mining using parallel multi-objective evolutionary algorithms on graphics hardware

WONG, M. L. & CUI, G., Jul 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010. IEEE

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

6 Citations (Scopus)

Direct marketing modeling using evolutionary Bayesian network learning algorithm

WONG, M. L., 1 Jan 2010, Marketing intelligent systems using soft computing : managerial and research applications. Springer, p. 273-294 22 p.

Research output: Book Chapters | Papers in Conference ProceedingsBook ChapterResearchpeer-review

2009

Implementation of parallel genetic algorithms on graphics processing units

WONG, M. L. & WONG, T. T., 1 Jan 2009, Intelligent and Evolutionary Systems. Springer-Verlag GmbH and Co. KG, p. 197-216 20 p.

Research output: Book Chapters | Papers in Conference ProceedingsBook ChapterResearchpeer-review

29 Citations (Scopus)

Mining Bayesian networks from direct marketing databases with missing values

GUO, Y. Y. & WONG, M. L., 1 Jan 2009, Intelligent and evolutionary systems. Springer-Verlag GmbH and Co. KG, p. 13-35 23 p.

Research output: Book Chapters | Papers in Conference ProceedingsBook ChapterResearchpeer-review

Parallel multi-objective evolutionary algorithms on graphics processing units

Wong, M. L., Jul 2009, Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference Late Breaking Papers. ROTHLAUF, F. (ed.). Association for Computing Machinery (ACM), p. 2515-2522

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

2008

Learning Bayesian networks from incomplete databases using a novel evolutionary algorithm

WONG, M. L. & GUO, Y. Y., 1 May 2008, In : Decision Support Systems. 45, 2, p. 368-383 16 p.

Research output: Journal PublicationsJournal Article (refereed)

35 Citations (Scopus)

Model selection for direct marketing : performance criteria and validation methods

CUI, G., WONG, M. L., ZHANG, G. & LI, L., 1 Jan 2008, In : Marketing Intelligence and Planning. 26, 3, p. 275-292 18 p.

Research output: Journal PublicationsJournal Article (refereed)

10 Citations (Scopus)
2007

Evolutionary computing on consumer graphics hardware

FOK, K. L., WONG, T. T. & WONG, M. L., 1 Jan 2007, In : IEEE Intelligent Systems. 22, 2, p. 69-78 10 p.

Research output: Journal PublicationsJournal Article (refereed)

80 Citations (Scopus)

Learning acyclic decision trees with functional dependency network and mdl genetic programming

SHUM, W. H., LEUNG, K. S. & WONG, M. L., 1 Jan 2007, Proceedings of the International Multi-Conference on Computing in the Global Information Technology, ICCGI'06. Institute of Electrical and Electronics Engineers

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

2006

A novel hybrid evolutionary algorithm for learning Bayesian networks from incomplete data

GUO, Y. Y., WONG, M. L. & CAI, Z. H., 1 Jan 2006, Proceedings of the 2006 IEEE Congress on Evolutionary Computation, CEC 2006. Institute of Electrical and Electronics Engineers, p. 916-923 8 p.

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

3 Citations (Scopus)

Discover Bayesian networks from incomplete data using a hybrid evolutionary algorithm

WONG, M. L. & GUO, Y. Y., 1 Jan 2006, Proceedings of the 6th IEEE International Conference on Data Mining, ICDM 2006. IEEE Computer Society, p. 1146-1150 5 p.

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

2 Citations (Scopus)

Learning acyclic rules based on chaining genetic programming

SHUM, W. H., LEUNG, K. S. & WONG, M. L., 1 Jan 2006, Proceedings of the IEEE International Conference on Computer Systems and Applications, 2006. Institute of Electrical and Electronics Engineers, p. 960-967 8 p.

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

Learning non-overlapping rules a method based on functional dependency network and mdl genetic programming

SHUM, W. H., LEUNG, K. S. & WONG, M. L., 1 Jan 2006, Proceedings of the 2006 IEEE Congress on Evolutionary Computation, CEC 2006. Institute of Electrical and Electronics Engineers, p. 702-709 8 p.

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

Machine learning for direct marketing response models : Bayesian networks with evolutionary programming

CUI, G., WONG, M. L. & LUI, H. K., 1 Apr 2006, In : Management Science. 52, 4, p. 597-612 16 p.

Research output: Journal PublicationsJournal Article (refereed)

79 Citations (Scopus)

Parallel evolutionary algorithms on consumer-level graphics processing unit

WONG, T. T. & WONG, M. L., 1 Jan 2006, Parallel Evolutionary Computations. Springer-Verlag GmbH and Co. KG, p. 133-155 23 p.

Research output: Book Chapters | Papers in Conference ProceedingsBook ChapterResearchpeer-review

18 Citations (Scopus)

Parallel hybrid genetic algorithms on consumer-level graphics hardware

WONG, M. L. & WONG, T. T., 1 Jan 2006, Proceedings of the 2006 IEEE Congress on Evolutionary Computation, CEC 2006. Institute of Electrical and Electronics Engineers, p. 2973-2980 8 p.

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

26 Citations (Scopus)
2005

Bayesian Networks Learned with Evolutionary Programming for Direct Marketing Forecasting

CUI, G. & WONG, M. L., 2005.

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

Co-evolutionary rule-chaining genetic programming

SHUM, W. H., LEUNG, K. S. & WONG, M. L., 1 Jan 2005, Intelligent Data Engineering and Automated Learning, IDEAL 2005, 6th International Conference, Brisbane, Australia, July 6-8, 2005 : proceedings. Springer, p. 546-554 9 p.

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

1 Scopus Citations