WONG Man Leung, Prof.

  • 8 Castle Peak Road, Tuen Mun

    Hong Kong

  • 1275 Scopus Citations
  • 21 Scopus h-Index
1991 …2022

Research output per year

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Research Output

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Conference paper (refereed)
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

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

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

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
2016

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)
2014

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)
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)

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

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

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)

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)
2009

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

2007

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

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

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

Learning functional dependency networks based on genetic programming

SHUM, W. H., LEUNG, K. S. & WONG, M. L., 1 Jan 2005, Proceedings of the 5th IEEE International Conference on Data Mining, ICDM 2005. IEEE Computer Society, p. 394-401 8 p.

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

1 Scopus Citations

Parallel evolutionary algorithms on graphics processing unit

WONG, M. L., WONG, T. T. & FOK, K. L., 1 Jan 2005, Proceedings of the 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Institute of Electrical and Electronics Engineers, p. 2286-2293 8 p.

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

45 Citations (Scopus)
2003

Adaptive diversity maintenance and convergence guarantee in multiobjective evolutionary algorithms

JIN, H. & WONG, M. L., 8 Dec 2003, 2003 Congress on Evolutionary Computation, CEC 2003 - Proceedings. IEEE Computer Society, Vol. 4. p. 2498-2505 8 p.

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

15 Citations (Scopus)

Scalable model-based clustering by working on data summaries

JIN, H., WONG, M. L. & LEUNG, K. S., 1 Jan 2003, Proceedings - IEEE International Conference on Data Mining, ICDM. p. 91-98 8 p.

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

6 Citations (Scopus)
2002

A hybrid approach to discover Bayesian networks from databases using evolutionary programming

WONG, M. L., LEE, S. Y. & LEUNG, K. S., 1 Jan 2002, Proceedings - IEEE International Conference on Data Mining, ICDM. p. 498-505 8 p.

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

18 Citations (Scopus)

A hybrid approach to learn Bayesian networks using evolutionary programming

WONG, M. L., LEE, S. Y. & LEUNG, K. S., 1 Jan 2002, Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. IEEE Computer Society, Vol. 2. p. 1314-1319 6 p.

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

7 Citations (Scopus)

A Hybrid Data Mining Approach to Discover Bayesian Networks Using Evolutionary Programming

WONG, M. L., LEE, S. Y. & LEUNG, K. S., Jul 2002, GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference. Morgan Kaufmann Publishers, Inc., p. 214-222

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

An Expectation-Maximization Algorithm Working on Data Summary

JIN, H., LEUNG, K. S. & WONG, M. L., 2002, Proceedings of Second international workshop on Intelligent systems design and application. Dynamic Publishers, Inc.

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

Open Access
File

A self-organizing map with expanding force for data clustering and visualization

SHUM, W. H., JIN, H. D., LEUNG, K. S. & WONG, M. L., 1 Jan 2002, Proceedings - IEEE International Conference on Data Mining, ICDM. p. 434-441 8 p.

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

4 Citations (Scopus)

Scaling-up model-based clustering algorithm by working on clustering features

JIN, H., LEUNG, K. S. & WONG, M. L., 2002, Intelligent Data Engineering and Automated Learning — IDEAL 2002 : Third International Conference Manchester, UK, August 12–14, 2002 Proceedings. YIN, H., ALLINSON, N., FREEMAN, R., KEANE, J. & HUBBARD, S. (eds.). Springer-Verlag GmbH and Co. KG, p. 569-575 7 p. (Lecture Notes in Computer Science; vol. 2412).

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

2 Citations (Scopus)
2001

A Genetic Algorithm-guided Model-based Clustering Algorithm

JIN, H-D., LEUNG, K. S. & WONG, M. L., Jun 2001, Proceedings of the International Conference on Artificial Intelligence : IC-A!'2001. ARABNIA, H. R. (ed.). CSREA Press, Vol. II. p. 653-659

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

2000

Designing an Expanded SOM for Traveling Salesman Problem by Genetic Algorithms

JIN, H-D., LEUNG, K-S. & WONG, M. L., Jul 2000, GECCO'00: Proceedings of the 2nd Annual Conference on Genetic and Evolutionary Computation. ACM

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

1999

Applying evolutionary algorithms to discover knowledge from medical databases

WONG, M. L., LAM, W., LEUNG, K. S. & CHENG, C. Y. . J., 1 Jan 1999, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. IEEE, United States, Vol. 5. p. 936-941 6 p. (IEEE International Conference on Systems, Man, and Cybernetics).

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

2 Citations (Scopus)
1998

Discovering Nonlinear Integral Networks from Databases Using Evolutionary Computation and Minimum Description Length Principle

LEUNG, K. S., WONG, M. L., LAM, W. & WANG, Z. Y., Oct 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218). IEEE, p. 2354-2359 (Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics).

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

2 Citations (Scopus)

Discover Probabilistic Knowledge from Databases Using Evolutionary Computation and Minimum Description Length Principle

LAM, W., WONG, M. L., LEUNG, K. S. & NGAN, P. S., Jul 1998, Genetic Programming 1998: Proceedings of the Third Annual Conference. p. 786-794

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

Using Grammar Based Genetic Programming for Data Mining of Medical Knowledge

NGAN, P. S., WONG, M. L., LEUNG, K. S. & CHENG, J. C. Y., 1998, Proceedings Of the Third Annual Conference of Genetic Programming.

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

1996

Learning Recursive Functions from Noisy Examples using Generic Genetic Programming

WONG, M. L. & LEUNG, K. S., Jul 1996, Proceedings of the 1st annual conference on genetic programming. MIT Press, p. 238-246

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

The Logic Grammars Based Genetic Programming System

WONG, M. L. & LEUNG, K. S., Jul 1996, Proceedings of the 1st annual conference on genetic programming. KOZA, J. R. (ed.). MIT Press, p. 433

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

Open Access
1995

An Induction System that Learns Programs in different Programming Languages using Genetic Programming and Logic Grammars

WONG, M. L. & LEUNG, K. S., 1995, Proceedings of 7th IEEE International Conference on Tools with Artificial Intelligence. IEEE, p. 380-387

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

17 Citations (Scopus)

Applying Logic Grammars to Induce sub-functions in Genetic Programming

WONG, M. L. & LEUNG, K. S., Nov 1995, Proceedings of 1995 IEEE International Conference on Evolutionary Computation. IEEE

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

28 Citations (Scopus)

Combining genetic programming and inductive logic programming using logic grammars

WONG, M. L. & LEUNG, K. S., Nov 1995, Proceedings of 1995 IEEE International Conference on Evolutionary Computation. IEEE

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

9 Citations (Scopus)

Learning programs in different paradigms using Genetic Programming

WONG, M. L. & LEUNG, K. S., 1995, Topics in Artificial Intelligence. AI*IA 1995. Lecture Notes in Computer Science . GORI, M. & SODA, G. (eds.). Springer, p. 353-364 (Topics in Artificial Intelligence; vol. 992).

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

3 Citations (Scopus)