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

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Research Output

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Journal Article (refereed)
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 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)

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
2015

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)

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
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)

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)

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)
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)
2006

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)
2005

Evolving recursive programs by using adaptive grammar based genetic programming

WONG, M. L., 1 Dec 2005, In : Genetic Programming and Evolvable Machines. 6, 4, p. 421-455 35 p.

Research output: Journal PublicationsJournal Article (refereed)

21 Citations (Scopus)

Scalable model-based cluster analysis using clustering features

JIN, H., LEUNG, K. S., WONG, M. L. & XU, Z. B., 1 May 2005, In : Pattern Recognition. 38, 5, p. 637-649 13 p.

Research output: Journal PublicationsJournal Article (refereed)

13 Citations (Scopus)
2004

An efficient data mining method for learning Bayesian networks using an evolutionary algorithm-based hybrid approach

WONG, M. L. & LEUNG, K. S., 1 Aug 2004, In : IEEE Transactions on Evolutionary Computation. 8, 4, p. 378-404 27 p.

Research output: Journal PublicationsJournal Article (refereed)

88 Citations (Scopus)

Data mining of Bayesian networks using cooperative coevolution

WONG, M. L., LEE, S. Y. & LEUNG, K. S., 1 Dec 2004, In : Decision Support Systems. 38, 3, p. 451-472 22 p.

Research output: Journal PublicationsJournal Article (refereed)

34 Citations (Scopus)

Expanding self-organizing map for data visualization and cluster analysis

JIN, H., SHUM, W. H., LEUNG, K. S. & WONG, M. L., 14 Jun 2004, In : Information Sciences. 163, 1-3, p. 157-173 17 p.

Research output: Journal PublicationsJournal Article (refereed)

45 Citations (Scopus)

Implementing neural networks for decision support in direct marketing

CUI, G. & MAN, L. W., 1 Jan 2004, In : International Journal of Market Research. 46, 2, p. 235-254, 263

Research output: Journal PublicationsJournal Article (refereed)

16 Citations (Scopus)
2003

An efficient self-organizing map designed by genetic algorithms for the traveling salesman problem

JIN, H., LEUNG, K. S., WONG, M. L. & XU, Z. B., 1 Dec 2003, In : IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. 33, 6, p. 877-888 12 p.

Research output: Journal PublicationsJournal Article (refereed)

55 Citations (Scopus)
2002

Learning nonlinear multiregression networks based on evolutionary computation

LEUNG, K. S., WONG, M. L., LAM, W., WANG, Z. & XU, K., 1 Jan 2002, In : IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. 32, 5, p. 630-644 15 p.

Research output: Journal PublicationsJournal Article (refereed)

23 Citations (Scopus)
2001

A flexible knowledge discovery system using genetic programming and logic grammars

WONG, M. L., 1 Oct 2001, In : Decision Support Systems. 31, 4, p. 405-428 24 p.

Research output: Journal PublicationsJournal Article (refereed)

33 Citations (Scopus)

Discover dependency pattern among attributes by using a new type of nonlinear multiregression

XU, K., WANG, Z., WONG, M. L. & LEUNG, K. S., 1 Jan 2001, In : International Journal of Intelligent Systems. 16, 8, p. 949-962 14 p.

Research output: Journal PublicationsJournal Article (refereed)

24 Citations (Scopus)
2000

A new type of nonlinear integrals and the computational algorithm

WANG, Z., LEUNG, K. S., WONG, M-L. & FANG, J., Jun 2000, In : Fuzzy Sets and Systems. 112, 2, p. 223 - 231 9 p.

Research output: Journal PublicationsJournal Article (refereed)

54 Citations (Scopus)

Discovering knowledge from medical databases using evolutionary algorithms : learning rules and causal structures for capturing patterns and causality relationships

WONG, M. L., LAM, W., LEUNG, K. S., NGAN, P. S. & CHENG, J. C. Y., 20 Jul 2000, In : IEEE Engineering in Medicine and Biology Magazine. 19, 4, p. 45-55 11 p.

Research output: Journal PublicationsJournal Article (refereed)

35 Citations (Scopus)

Discovering knowledge from noisy databases using genetic programming

WONG, M. L., LEUNG, K. S. & CHENG, C. Y. . J., 1 Jan 2000, In : Journal of the American Society for Information Science. 51, 9, p. 870-881 12 p.

Research output: Journal PublicationsJournal Article (refereed)

6 Citations (Scopus)

Nonlinear nonnegative multiregressions based on Choquet integrals

WANG, Z., LEUNG, K-S., WONG, M-L., FANG, J. & XU, K., Oct 2000, In : International Journal of Approximate Reasoning. 25, 2, p. 71-87 17 p.

Research output: Journal PublicationsJournal Article (refereed)

42 Citations (Scopus)
1999

Medical data mining using evolutionary computation

NGAN, P. S., WONG, M. L., LAM, W., LEUNG, K. S. & CHENG, C. Y. . J., 1 May 1999, In : Artificial Intelligence in Medicine. 16, 1, p. 73-96 24 p.

Research output: Journal PublicationsJournal Article (refereed)

34 Citations (Scopus)

Using evolutionary programming and minimum description length principle for data mining of Bayesian networks

WONG, M. L., LAM, W. & LEUNG, K. S., 1 Jan 1999, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 21, 2, p. 174-178 5 p.

Research output: Journal PublicationsJournal Article (refereed)

82 Citations (Scopus)
1998

An adaptive knowledge-acquisition system using generic genetic programming

WONG, M. L., Jul 1998, In : Expert Systems with Applications. 15, 1, p. 47 - 58 12 p.

Research output: Journal PublicationsJournal Article (refereed)

10 Citations (Scopus)
1997

Evolutionary program induction directed by logic grammars

WONG, M. L. & LEUNG, K. S., 1997, In : Evolutionary Computation. 5, 2, p. 143-180 38 p.

Research output: Journal PublicationsJournal Article (refereed)

23 Citations (Scopus)
1995

Inducing logic programs with genetic algorithms: the Genetic Logic Programming System

WONG, M. L. & LEUNG, K. S., Oct 1995, In : IEEE Expert. 10, 5, p. 68-76 9 p.

Research output: Journal PublicationsJournal Article (refereed)

19 Citations (Scopus)
1991

Automatic refinement of knowledge bases with fuzzy rules

LEUNG, K. S. & WONG, M. L., Dec 1991, In : Knowledge-Based Systems. 4, 4, p. 231-246 16 p.

Research output: Journal PublicationsJournal Article (refereed)

3 Citations (Scopus)

Inducing and refining rule-based knowledge from inexact examples

LEUNG, K. S. & WONG, M. L., Sep 1991, In : Knowledge Acquisition. 3, 3, p. 291-315 25 p.

Research output: Journal PublicationsJournal Article (refereed)

3 Citations (Scopus)