Yiu Ming CHEUNG, Prof

Accepting PhD Students

PhD projects

1. Developing Machine Learning Methods for Industrial Big Data Analysis and Traceability of Product Quality Abnormality;

2. Unsupervised Multi-source Domain Adaptation Approach to Deep Classification under a Complex Environment: A Challenging Problem?

3. On Detecting Cross-modal Emotional Inconsistency for Early Screening of Children with Autism Spectrum Disorder;

4. Semi-supervised Classification of Long-tailed Data with Hierarchically Related Labels in a Concept Drift Environment.

1995 …2025

Research activity per year

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  • 2005

    Microarray data analysis using rival penalized em algorithm in normal mixture models

    Zhao, X. M., Cheung, Y. M. & Huang, D. S., 2005, Proceedings of the 2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005. p. 35-38 4 p. (Proceedings of the 2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    2 Citations (Scopus)
  • Preference bi-objective evolutionary algorithm for constrained optimization

    Wang, Y., Liu, D. & CHEUNG, Y. M., 2005, Computational Intelligence and Security - International Conference, CIS 2005, Proceedings. Springer Verlag, p. 184-191 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3801 LNAI).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    13 Citations (Scopus)
  • 2004

    A dynamically switched crossover for genetic algorithms

    Ming, L., Cheung, Y. M. & Wang, Y. P., 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics. p. 3254-3257 4 p. (Proceedings of 2004 International Conference on Machine Learning and Cybernetics; vol. 5).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    3 Citations (Scopus)
  • A hypersphere method for plant leaves classification

    Zhang, G. J., Wang, X. F., Huang, D. S., Chi, Z., Cheung, Y. M., Du, J. X. & Wan, Y. Y., 2004, 2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2004. p. 165-168 4 p. (2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2004).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    16 Citations (Scopus)
  • A new schema theorem for uniform crossover based on ternary representation

    Ming, L., Wang, Y. P. & Cheung, Y. M., 2004, Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04. Palaniswami, M., Krishnamachari, B., Sowmya, A., Challa, S., Palaniswami, M., Krishnamachari, B., Sowmya, A. & Challa, S. (eds.). p. 235-239 5 p. (Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    3 Citations (Scopus)
  • A Novel Hybrid GA/SVM System for Protein Sequences Classification

    Zhao, X. M., Huang, D. S., Cheung, Y. M., Wang, H. Q. & Huang, X., 2004, Intelligent Data Engineering and Automated Learning – IDEAL 2004: 5th International Conference, Exeter, UK. August 25-27, 2004. Proceedings. Yang, Z. R., Everson, R. & Yin, H. (eds.). 1st ed. Springer Berlin Heidelberg, p. 11-16 6 p. (Lecture Notes in Computer Science; vol. 3177).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    25 Citations (Scopus)
  • A novel mixed pixels unmixing method for multispectral images

    Han, J. H., Sun, Z. L., Huang, D. S. & CHEUNG, Y. M., 2004, 2004 IEEE International Joint Conference on Neural Networks - Proceedings. p. 2541-2545 5 p. (IEEE International Conference on Neural Networks - Conference Proceedings; vol. 4).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    3 Citations (Scopus)
  • A rival penalized EM algorithm towards maximizing weighted likelihood for density mixture clustering with automatic model selection

    CHEUNG, Y. M., 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 633-636 4 p. (Proceedings - International Conference on Pattern Recognition; vol. 4).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    10 Citations (Scopus)
  • Bark texture feature extraction based on statistical texture analysis

    Wan, Y. Y., Du, J. X., Huang, D. S., Chi, Z., Cheung, Y. M., Wang, X. F. & Zhang, G. J., 2004, 2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2004. p. 482-485 4 p. (2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2004).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    35 Citations (Scopus)
  • 2003

    A Divide-And-Conquer Fast Implementation of Radial Basis Function Networks with Application to Time Series Forecasting

    Hunag, R. B., Cheung, Y. M. & Law, L. T., Apr 2003, Advances in Data Mining and Modeling: Advances in Data Mining and Modeling, Hong Kong, 27 – 28 June 2002. Ching, W. K. & Ng, M. K. P. (eds.). Singapore: World Scientific Publishing Co. Pte Ltd, p. 97-106 10 p.

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • A Fast Implementation of Radial Basis Function Networks with Application to Time Series Forecasting

    Huang, R. B. & Cheung, Y. M., 29 Jul 2003, Intelligent Data Engineering and Automated Learning: 4th International Conference, IDEAL 2003 Hong Kong, China, March 21–23, 2003 Revised Papers. Liu, J., Cheung, Y. & Yin, H. (eds.). 1st ed. Berlin, Heidelberg: Springer, p. 143-150 8 p. (Lecture Notes in Computer Science; vol. 2690)(International Conference on Intelligent Data Engineering and Automated Learning).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • A parallel architecture using discrete wavelet transform for fast ICA implementation

    Huang, R. B., CHEUNG, Y. M. & Zhu, S. M., 2003, Proceedings of 2003 International Conference on Neural Networks and Signal Processing, ICNNSP'03. p. 1358-1361 4 p. 1281124. (Proceedings of 2003 International Conference on Neural Networks and Signal Processing, ICNNSP'03; vol. 2).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    2 Citations (Scopus)
  • Expectation-MiniMax Approach to Clustering Analysis

    Cheung, Y. M., 18 Jun 2003, Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003: Joint International Conference ICANN/ICONIP 2003 Istanbul, Turkey, June 26–29, 2003 Proceedings. Kaynak, O., Alpaydin, E., Oja, E. & Xu, L. (eds.). 1st ed. Springer Berlin Heidelberg, p. 165-172 8 p. (Lecture Notes in Computer Science; vol. 2714).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • Preface

    Liu, J., Cheung, Y. M. & Yin, H., 29 Jul 2003, Intelligent Data Engineering and Automated Learning: 4th International Conference, IDEAL 2003 Hong Kong, China, March 21–23, 2003 Revised Papers. Liu, J., Cheung, Y. & Yin, H. (eds.). 1st ed. Berlin, Heidelberg: Springer, p. VI 1 p. (Lecture Notes in Computer Science; vol. 2690)(IDEAL: International Conference on Intelligent Data Engineering and Automated Learning).

    Research output: Chapter in book/report/conference proceedingConference proceeding

  • 2002

    A new recurrent radial basis function network

    Cheung, Y. M., Nov 2002, Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age . Wang, L., Rajapakse, J. C., Fukushima, K., Lee, S. Y. & Yao, X. (eds.). IEEE, Vol. 2. p. 1032-1036 5 p.

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    4 Citations (Scopus)
  • An experimental study: on reducing RBF input dimension by ICA and PCA

    Huang, R. B., Law, L. T. & Cheung, Y. M., Nov 2002, Proceedings of 2002 International Conference on Machine Learning and Cybernetics. IEEE, Vol. 4. p. 1941-1945 5 p. (International Conference on Machine Learning and Cybernetics, ICMLC).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    14 Citations (Scopus)
  • K-means — A generalized k-means clustering algorithm with unknown cluster number

    CHEUNG, Y. M., 2002, Intelligent Data Engineering and Automated Learning - IDEAL 2002 - 3rd International Conference, Proceedings. Yin, H., Allinson, N., Freeman, R., Keane, J. & Hubbard, S. (eds.). Springer Verlag, p. 307-317 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2412).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    10 Citations (Scopus)
  • Rival penalization controlled competitive learning for data clustering with unknown cluster number

    CHEUNG, Y. M., 2002, ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age. Rajapakse, J. C., Yao, X., Wang, L., Fukushima, K. & Lee, S-Y. (eds.). IEEE, p. 467-471 5 p. 1202214. (ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age; vol. 1).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    40 Citations (Scopus)
  • 2001

    Dual auto-regressive modelling approach to Gaussian process identification

    CHEUNG, Y. M., 2001, Proceedings - IEEE International Conference on Multimedia and Expo. IEEE Computer Society, p. 1053-1056 4 p. 1237906. (Proceedings - IEEE International Conference on Multimedia and Expo).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    5 Citations (Scopus)
  • 1995

    A RPCL-CLP architecture for financial time series forecasting

    Cheung, Y., Leung, W. M. & Xu, L., 27 Nov 1995, Proceedings of ICNN'95 - International Conference on Neural Networks. IEEE, Vol. 2. p. 829-832 4 p. (IEEE International Conference on Neural Networks - Conference Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    4 Citations (Scopus)