Department of Computing and Decision Sciences

Research output

Research output per year 1995 2020 2021 2022 2023

• 5635 Scopus Citations
• 37 Scopus h-Index
• 260 Journal Article (refereed)
• 91 Conference paper (refereed)
• 14 Book Chapter
• 5 Conference Paper (other)
• 27 More
  • 5 Review article
  • 4 Editorial/Preface (Journal)
  • 3 Book (Author)
  • 3 Special issue (Editor)
  • 2 Presentation
  • 2 Preprint
  • 1 Book (Editor)
  • 1 Textbook (Author)
  • 1 Conference (Extended Abstracts)
  • 1 Conference paper (invited)
  • 1 Abstract
  • 1 Poster
  • 1 Other Article
  • 1 Working paper series

Research output per year

Research output per year

Search results

• 2013

  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 Sept 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Error 100%
  • Deoxyribonucleic Acid 50%
  • Genetic Algorithm 50%
  • Initialization 50%
  • Procedure 33%
• 2012

  Performance of Time-Bound Negotiation in Agent-Based Manufacturing Control

  YEUNG, W. L., Jul 2012, Proceedings of the World Congress on Engineering 2012 Vol III . International Association of Engineers, (Lecture Notes in Engineering and Computer Science).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Contract Net Protocol 100%
  • Control 66%
  • Case Study 33%
  • Deeper Understanding 33%
  • Timing Parameter 33%
  2 Citations (Scopus)

• Towards a quality of social network (QoSN) model in the context of social web services

  MAAMAR, Z., FACI, N., LOO, W. S. A. & GHODOUS, P., 1 Jan 2012, Exploring Services Science : IESS 2012. Springer-Verlag GmbH and Co. KG, p. 297-310 14 p. (Lecture Notes in Business Information Processing; vol. 103).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Social Network 100%
  • Web Service 100%
  • Social Capital 40%
  • Collaborative Group 20%
  • Simulation Mode 20%
  4 Citations (Scopus)
• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Ant Colony Optimisation 100%
  • Construction Process 33%
  • Collective Decision Making 33%
  • Metaheuristics 33%
  • Classification (Machine Learning) 33%
  14 Citations (Scopus)
• 2010

  A comparison of visual modeling notations for web services choreography

  YEUNG, W. L., 30 Jul 2010, PACIS 2010 - 14th Pacific Asia Conference on Information Systems. p. 511-521 11 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Web Service 100%
  • Modeling Notation 33%
  • Modeling 33%
  • Visual Approach 16%
  • Semantics 16%

• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Ant Colony Optimisation 100%
  • Classification 50%
  • Classification (Machine Learning) 50%
  • Early Research 50%
  • Ensemble Approach 50%
  14 Citations (SciVal)

• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Genetic Algorithm 100%
  • Constrained Optimization 100%
  • Models 60%
  • Decision-Making 20%
  • Marketing Campaign 20%
  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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Multiobjective 100%
  • Optimization Problem 100%
  • Evolutionary Algorithms 100%
  • Graphic Hardware 66%
  • Multi-Objective Optimization 66%
  8 Citations (Scopus)

• Extending the capabilities of mobile phones with multi-servers

  LOO, A. W. S., CHUNG, C. W. & LAM, A., 1 Jan 2010, Proceedings - 9th International Symposium on Distributed Computing and Applications to Business, Engineering and Science, DCABES 2010. p. 124-128 5 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Computer 100%
  • Internet 50%
  • Wireless Technologies 50%
  • Server 50%
  • Mobile Device 50%
• 2009

  Formalizing exception handling in WS-CDL and WS-BPEL for conformance verification

  YEUNG, W. L., 1 Jan 2009, IEEE International Conference on Service-Oriented Computing and Applications (SOCA) : proceedings : Taipei, Taiwan, December 14-15, 2009. Institute of Electrical and Electronics Engineers, p. 262-269 8 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Web Service 100%
  • Sequential Process 50%
  • Messages 50%
  • Events 50%
  • Obstetric Delivery 50%
  2 Citations (Scopus)
• 2008

  A formal basis for cross-checking EBXML BPSS choreography and web service orchestration

  YEUNG, W. L., 1 Jan 2008, Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, APSCC 2008. IEEE Computer Society, p. 524-529 6 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Web Service 100%
  • Business Process 60%
  • Process Specification 60%
  • Service Orchestration 40%
  • Business Partner 40%
  4 Citations (SciVal)
• 2007

  Generating user acceptance test plans from test cases

  LEUNG, R. P. H. . K. & YEUNG, W. L., 1 Jan 2007, Proceedings of the 31st Annual International Computer Software and Applications Conference, COMPSAC 2007. IEEE Computer Society, p. 737-742 6 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • User Acceptance 100%
  • Classification 50%
  • Generation 50%
  • Procedures 50%
  • Case Generation 25%
  2 Citations (SciVal)

• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Decision Trees 100%
  • Functional Dependency 62%
  • Networks 62%
  • Genetic Programming 50%
  • Bayesian Networks 25%
• 2006

  An interface theory based approach to verification of web services

  CHEN, Z., WANG, J., DONG, W., QI, Z. & YEUNG, W. L., 1 Jan 2006, Proceedings of the 30th International Computer Software and Applications Conference, COMPSAC 2006. IEEE Computer Society, p. 139-142 4 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Web Service 100%
  • Software Verification 20%
  • Web Service Interface 20%
  • Action-Set 20%
  • Computation Tree 20%
  1 Citation (Scopus)

• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Algorithms 100%
  • Learning Bayesian Network 50%
  • Evolutionary Algorithms 50%
  • Benchmark 25%
  • Learning Algorithm 25%
  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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Algorithms 100%
  • Bayesian Networks 50%
  • Networks 50%
  • Evolutionary Algorithms 33%
  • Benchmark 16%
  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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Genetic Programming 100%
  • Algorithms 50%
  • Classification Rule 50%
  • Multiclass Problem 50%
  • Classes 50%

• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Bayesian Networks 100%
  • Genetic Programming 100%
  • Decision Trees 100%
  • Functional Dependency 75%
  • Networks 75%

• Mapping WS-CDL and BPEL into CSP for behavioural specification and verification of web services

  YEUNG, W. L., 1 Jan 2006, Proceedings of the 4th European Conference on Web Services, ECOWS 2006. IEEE Computer Society, p. 297-305 9 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Web Service 100%
  • Business Process 36%
  • Specifications 27%
  • Process Execution 18%
  • Sequential Process 18%
  26 Citations (Scopus)

• Model checking suspendible business processes via statechart diagrams and CSP

  YEUNG, W. L., LEUNG, R. P. H. . K., WANG, J. & DONG, W., 1 Jan 2006, Modelling, simulation, verification and validation of enterprise information systems : proceedings of the 4th International Workshop on Modelling, Simulation, Verification and Validation of Enterprise Information Systems, MSVVEIS 2006 ; in conjunction with ICEIS 2006 ; Paphos, Cyprus, May 2006. INSTICC Press, p. 97-107 11 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Statecharts 100%
  • Business Process 66%
  • Sequential Process 66%
  • Events 33%

• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Genetic Algorithm 100%
  • Evolutionary Programming 25%
  • Selection Method 25%
  • Graphics Processing Unit 12%
  • Graphic Hardware 12%
  29 Citations (Scopus)

• Verifying choreographic descriptions of web services based on CSP

  YEUNG, W. L., WANG, J. & DONG, W., 1 Jan 2006, Proceedings of the IEEE Services Computing Workshops, SCW 2006. IEEE Computer Society, p. 97-104 8 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Web Service 100%
  • Business Process 57%
  • Process Execution 28%
  • Sequential Process 28%
  • Standards 28%
  6 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Genetic Programming 100%
  • Relationships 33%
  • Classification 16%
  • Bayesian Networks 16%
  • Input Attribute 16%
  1 Citation (SciVal)

• Deriving test cases from b machines using class vectors

  YEUNG, W. L. & LEUNG, R. P. H. . K., 1 Jan 2005, Proceedings of the 3rd International Workshop on Modelling, Simulation, Verification and Validation of Enterprise Information Systems, MSVVEIS 2005, in Conjunction with ICEIS 2005. p. 71-76 6 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Classes 100%
  • Specifications 100%
  • Vectors 100%
  • Case Generation 50%
  • Testing 50%

• High-level design of a ternary asynchronous multiplexer

  DOSCH, W. & YEUNG, W. L., 1 Jan 2005, Proceedings of the 14th International Conference on Intelligent and Adaptive Systems and Software Engineering, IASSE 2005. Curran Associates Inc, p. 221-228 8 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Multiplexer 100%
  • Design 100%
  • And-States 50%
  • Input/Output 50%
  • Top down Design 50%
  4 Citations (SciVal)

• Improvements towards formalizing UML state diagrams in CSP

  YEUNG, W. L., LEUNG, R. P. H. . K., WANG, J. & DONG, W., 1 Jan 2005, Proceedings of the 12th Asia-Pacific Software Engineering Conference, APSEC'05. IEEE Computer Society, p. 176-182 7 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • State Diagram 100%
  • Sequential Process 42%
  • Formalization 42%
  • Formal Semantics 14%
  • Abstract Syntax 14%
  23 Citations (SciVal)

• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Networks 100%
  • Genetic Programming 50%
  • Bayesian Networks 37%
  • Complexity 37%
  • Relationships 25%
  1 Citation (Scopus)

• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Evolutionary Algorithms 100%
  • Graphics 40%
  • Real World 20%
  • Algorithms 20%
  • Personal Computer 20%
  56 Citations (SciVal)

• Towards effective web resources management : an empirical study and a web mining approach

  KWAN, S. Y. . I., 1 Jan 2005, Proceedings of the 5th International Conference on Computer and Information Technology, CIT 2005. IEEE Computer Society, p. 182-186 5 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • e-Commerce 100%
  • Workload 40%
  • Web Mining 40%
  • Functions 40%
  • Service Level Agreement 20%
• 2004

  Embedded program testing in untestable mobile environment : an experience of trustworthiness approach

  LEUNG, K. R. P. H., NG, JK-Y. & YEUNG, W. L., 1 Dec 2004, APSEC '04 Proceedings of the 11th Asia-Pacific Software Engineering Conference. IEEE Computer Society, p. 430-437 8 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Programs 100%
  • Testing 66%
  • Mobile Station 50%
  • Computer Network 33%
  • Mobile Environment 16%
  3 Citations (SciVal)
• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Evolutionary Algorithms 100%
  • Evolutionary Algorithm 100%
  • Multiobjective 80%
  • Archiving 80%
  • Pareto Optimal Solution 40%
  15 Citations (Scopus)

• A synergistic interweaving of formal and informal methods

  YEUNG, W. L. & LEUNG, K. R. P. H., 1 Jan 2003, Proceedings - IEEE Computer Society's International Computer Software and Applications Conference. p. 257-262 6 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Specifications 100%
  • Formal Specification 33%
  • Change Management 16%
  • System Specification 16%
  • Formal Language 16%

• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Algorithms 100%
  • Simulation Mode 100%
  • Clustering System 66%
  • Computational Resource 66%
  • Gaussian Mixture Model 33%
  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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Bayesian Networks 100%
  • Algorithms 75%
  • Evolutionary Programming 50%
  • Hybrid Algorithm 50%
  • Simulation Mode 50%
  24 Citations (SciVal)

• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Bayesian Networks 100%
  • Evolutionary Programming 100%
  • Hybrid Approach 100%
  • Experimental Result 50%
  • Learning Problem 50%
  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 Proceedings › Conference paper (refereed) › Research

  • Evolutionary Programming 100%
  • Data Mining 100%
  • Bayesian Networks 66%
  • Business Environment 33%
  • Decision-Making 33%

• 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 Proceedings › Conference paper (refereed) › Research

  Open Access

  File

  • Algorithms 100%
  • Summary Data 71%
  • Clustering Feature 42%
  • Clustering Algorithm 42%
  • Computation Time 28%
  9 Downloads (Pure)

• 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Organizing Map 100%
  • Topology 40%
  • Visualization 20%
  • Clustering Result 20%
  • Data Mining 20%
  6 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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Clustering Algorithm 100%
  • Algorithms 66%
  • Clustering Feature 66%
  • Experimental Result 66%
  • Data Item 33%
  2 Citations (SciVal)
• 2000

  Free upgrade of computer power with java, web-base technology and parallel computing

  LOO, A., CHOI, Y. K. & BLOOR, C., 1 Jan 2000, Applications of High-Performance Computing in Engineering VI. Vol. 6. p. 31-40 10 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Parallel Computing 100%
  • Computer 71%
  • Microcomputer 42%
  • Simulation Mode 42%
  • Internet 28%
  1 Citation (Scopus)
• 1998

  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 Proceedings › Conference paper (refereed) › Research › peer-review

  • Minimum Description Length 100%
  • Genetic Operator 66%
  • Benchmark 33%
  • Learning Bayesian Network 33%
  • Evolutionary Programming 33%