Yiu Ming CHEUNG

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Yiu Ming CHEUNG, Prof

 https://orcid.org/0000-0001-7629-4648

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.

20002023

Research activity per year

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  • 2007

    A high-capacity data hiding method for polygonal meshes

    Wu, H. T. & CHEUNG, Y. M., 2007, Information Hiding - 8th International Workshop, IH 2006, Revised Selected Papers. Springer Verlag, p. 188-200 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4437 LNCS).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    12 Citations (Scopus)

  • A maximum weighted likelihood approach to simultaneous model selection and feature weighting in gaussian mixture

    CHEUNG, Y. M. & Zeng, H., 2007, Artificial Neural Networks - ICANN 2007 - 17th International Conference, Proceedings. PART 1 ed. Springer Verlag, p. 78-87 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4668 LNCS, no. PART 1).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • A new technique for adjusting the learning rate of RPEM algorithm automatically

    Zhao, X. M., CHEUNG, Y. M., Chen, L. & Aihara, K., 2007, Proceedings of the 12th International Symposium on Artificial Life and Robotics, AROB 12th'07. p. 597-600 4 p. (Proceedings of the 12th International Symposium on Artificial Life and Robotis, AROB 12th'07).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • An improved competitive and cooperative learning approach for data clustering

    Wang, S. P., Pei, W. J. & CHEUNG, Y. M., 2007, Proceedings - 2007 International Conference on Computational Intelligence and Security, CIS 2007. p. 320-324 5 p. 4415356. (Proceedings - 2007 International Conference on Computational Intelligence and Security, CIS 2007).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • A ranking-based evolutionary algorithm for constrained optimization problems

    Hu, Y., CHEUNG, Y. M. & Wang, Y., 2007, Proceedings - Third International Conference on Natural Computation, ICNC 2007. p. 198-202 5 p. 4344669. (Proceedings - Third International Conference on Natural Computation, ICNC 2007; vol. 4).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Iterative feature selection in Gaussian mixture clustering with automatic model selection

    Zeng, H. & CHEUNG, Y. M., 2007, The 2007 International Joint Conference on Neural Networks, IJCNN 2007 Conference Proceedings. p. 2277-2282 6 p. 4371313. (IEEE International Conference on Neural Networks - Conference Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Mechanism design for clustering aggregation by selfish systems

    Winoto, P., CHEUNG, Y. M. & LIU, J., 2007, Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007. p. 703-708 6 p. 4470314. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2006

    A fragile watermarking scheme for 3D meshes

    Wu, H. T. & CHEUNG, Y. M., 2006, Proceedings of the 7th Multimedia and Security Workshop 2005, MM and Sec'05. p. 117-123 7 p. (Proceedings of the 7th Multimedia and Security Workshop 2005, MM and Sec'05; vol. 2006).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    34 Citations (Scopus)

  • A novel asymptotic deterministic randomness based watermarking scheme

    Wang, K., Pei, W., He, Z. & CHEUNG, Y. M., 2006, Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006. p. 55-58 4 p. 4041665. (Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Classifying g-protein coupled receptors with hydropathy blocks and support vector machines

    Zhao, X. M., Huang, D. S., Zhang, S. & CHEUNG, Y. M., 2006, Computational Intelligence and Bioinformatics International Conference on Intelligent Computing, ICIC 2006, Proceedings. Springer Verlag, p. 593-602 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4115 LNBI -III).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Clustering of SNP data with application to genomics

    NG, K. P., Li, M. J., Ao, S. I., Sham, P. C., CHEUNG, Y. M. & Huang, J. Z., 2006, Proceedings - ICDM Workshops 2006 - 6th IEEE International Conference on Data Mining - Workshops. IEEE, p. 158-162 5 p. 4063617. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • Data hiding on 3D meshes based on dither modulation

    Wu, H. T., CHEUNG, Y. M. & Wang, Y., 2006, 2006 World Automation Congress, WAC'06. IEEE Computer Society, 4259852. (2006 World Automation Congress, WAC'06).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Feature weighted rival penalized EM for Gaussian mixture clustering: Automatic feature and model selections in a single paradigm

    CHEUNG, Y. M. & Zeng, H., 2006, 2006 International Conference on Computational Intelligence and Security, ICCIAS 2006. IEEE Computer Society, p. 633-638 6 p. 4072166. (2006 International Conference on Computational Intelligence and Security, ICCIAS 2006; vol. 1).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • On convergence rate of a class of genetic algorithms

    Ming, L., Wang, Y. & CHEUNG, Y. M., 2006, 2006 World Automation Congress, WAC'06. IEEE Computer Society, 4259967. (2006 World Automation Congress, WAC'06).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    15 Citations (Scopus)

  • Public authentication of 3D mesh models

    Wu, H. T. & CHEUNG, Y. M., 2006, Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings), WI'06. IEEE, p. 940-946 7 p. 4061499. (Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings), WI'06).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    15 Citations (Scopus)
  • 2005

    A new blind separation approach to Ill-condition mixed sources

    Liu, H. & CHEUNG, Y. M., 2005, Proceedings of the 2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005. p. 39-42 4 p. (Proceedings of the 2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • A new fragile mesh watermarking algorithm for authentication

    Wu, H. T. & CHEUNG, Y. M., 2005, Security and Privacy in the Age of Ubiquitous Computing - IFIP TC11 20th International Information Security Conference. Qing, S., Okamoto, E., Yoshiura, H. & Sasaki, R. (eds.). Springer New York LLC, p. 509-523 15 p. (IFIP Advances in Information and Communication Technology; vol. 181).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    3 Citations (Scopus)

  • A reversible data hiding approach to mesh authentication

    Wu, H. T. & CHEUNG, Y. M., 2005, Proceedings - 2005 IEEE/WIC/ACM InternationalConference on Web Intelligence, WI 2005. p. 774-777 4 p. 1517952. (Proceedings - 2005 IEEE/WIC/ACM InternationalConference on Web Intelligence, WI 2005; vol. 2005).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    47 Citations (Scopus)

  • Discrimination of Patchoulis of different geographical origins with two-dimensional IR correlation spectroscopy and wavelet transform

    Zhan, D., Sun, S. & CHEUNG, Y. M., 2005, Computational Intelligence and Security - International Conference, CIS 2005, Proceedings. p. 965-972 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 proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • 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 proceeding › Conference contribution › peer-review

    1 Citation (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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    24 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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    33 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 proceeding › Conference contribution › peer-review

  • 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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

  • 2002

    An experimental study: On reducing RBF input dimension by ICA and PCA

    Huang, R. B., Law, L. T. & CHEUNG, Y. M., 2002, Proceedings of 2002 International Conference on Machine Learning and Cybernetics. p. 1941-1945 5 p. (Proceedings of 2002 International Conference on Machine Learning and Cybernetics; vol. 4).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    9 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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    5 Citations (Scopus)