Yiu-ming, CHEUNG
Curriculum Vitae
Name: Yiu-ming, CHEUNG
Date of Birth: January 19, 1971
Correspondence Address: Department of Computer Science,
Rm. 709, 7/F, Sir Run Run Shaw Building,
Hong Kong Baptist University, Kowloon, Hong Kong
Office Telephone: (+852) 3411 5155
Fax: (+852) 3411 7892
E-mail: ymc@comp.hkbu.edu.hk
Qualifications
2000 PhD Degree, The Chinese University of Hong Kong
Awards
2005 Best Paper Award at 2005 IEEE International Workshop on VLSI Design and Video Technology
2005 Academic Lecture Sponsorship by K.C. Wong Education Foundation
2004 Selected for inclusion in the 8th Edition of Marquis WHO'SWHO in Science and Engineering
2004 Selected for inclusion in the
2000 Outstanding Intellectuals of the 21st Century and
Dictionary of International Biography, edited by International Biographical Centre, Cambridge, UK
2004 Selected for inclusion in Great Minds of the 21
st Century, edited by American Biographical Institute, Inc.
2003 & 2004 Selected for inclusion in the
21st and 22nd Edition of Marquis
WHO’S WHO in the WORLD
2000 Outstanding Graduate, Nominated by the Dean of Graduate School, The Chinese University of Hong Kong
1996 ¾ 2000 Excellent Teaching Assistant Award (
Five times in total)
1995 Second Prize, IEEE Undergraduate Paper Contests’95 (Hong Kong Section)
1992 Sir Run Run Shaw Prize
Professional Experience
Jul. 2005－Present Associate Professor, Hong Kong Baptist University
Sept. 2001－ Jun. 2005 Assistant Professor, Hong Kong Baptist University
Jan. 2001－Jun. 2001 Assistant Professor, The Chinese University of Hong Kong
Sept. 2000－ Dec. 2000 Research Associate, The Chinese University of Hong Kong
Aug. 1995－ Aug. 2000 Research Assistant, The Chinese University of Hong Kong
Selected Scholarly Publications
See the list in Appendix I.
Scholarly-related Activities
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Research Grants:
1.
Track Record of RGC CERG Applications in the Past Three Years
u
On Developing an Infrared-Spectrum Fingerprint Classifier for Fast Non-destructive Identification of Chinese Herbal Qualities [HKBU 2156/04E] (
Principal Investigator:
Funded)
u
On Recognizing Infrared Fingerprint Spectra for Identification of Chinese Herbal Qualities [HKBU 2120/03E] (
Principal Investigator:
Fundable)
u
The Development and Analysis of an Independent Component Analysis Approach for Temporal Data Classification and Dimension Reduction with Application to Radial Basis Function Networks [HKBU 2055/02E] (
Principal Investigator:
Fundable)
2.
Funded FRG Grants
u
Development and Analysis of Independent Component Analysis Approaches to Mobile Communication and Speech Recognition [FRG/01/02/II-24] (
Principal Investigator)
u
On Recognizing Infrared Fingerprint Spectra for Identification of Chinese Herbal Qualities [FRG/03-04/I-12] (
Principal Investigator)
u
A New Divide-and-Conquer Based Radial Basis Function Network and Its Applications [FRG/02-03/II-40] (
Principal Investigator)
u
The Development and Analysis of an Independent Component Analysis Approach for Temporal Data Classification and Dimension Reduction with Application to Radial Basis Function Networks [FRG/02-03/I-06] (
Principal Investigator)
u
The Croucher Foundation Advanced Study Institute on Data Mining, Financial and Logistics Information Processing (ASI’2003) (
Co-Investigator)
u
Clinical Investigation of Coronary Angina by Chinese Medicine Syndrome-Classification in Hong Kong － Using Computerized Artificial Intelligence Decision Tree [FRG/02-03/I-41] (
Co-Investigator)
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Invited Talks:
1.
Department of Computer Science and Technology, Southeast University (June 2005);
2.
School of Electronic Engineering, Xidian University (June 2005);
3.
Department of Mathematics, Jinan University (March, 2005);
4.
Department of Computer Science, School of Information Science and Technology, Sun Yat-Sen University (November, 2004);
5.
Institute of Intelligent Machines, Chinese Academy of Science, Hefei (January, 2004).
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Professional Membership
1995 － Present Member of the Institute of Electrical and Electronic Engineering (IEEE)
1996 － Present Member of Association for Computer Machinery (ACM)
2002 － Present Member of Hong Kong Institute of Science
2000 － 2001 Member of International Neural Network Society (INNS )
Professional Service
1.
Founding and Present Chairman, Hong Kong Chapter of IEEE Computational Intelligence (the former name is: Neural Network) Society.
2.
Editorial Board
(i) International Journal of Computational Intelligence;
(ii) International Journal of Signal Processing.
(iii) International Journal of Information Technology
3.
Steering Committee Chair
2005 International Conference on Computational Intelligence and Security (CIS’05);
4.
Programming Committee Co-chair
(iv) 2005 International Conference on Computational Intelligence and Security (CIS’05);
(v) 2005 International Conference on Intelligent Computing (ICIC’2005).
5.
Organizing Committee Chair
(vi) The Joint Conferences of 2006 IEEE/ACM International Conference on Web Intelligence, 2006 IEEE/ACM International Conference on Intelligent Agent Technology, and 2006 IEEE International Conference on Data Mining;
(vii) Fourth International Conference on Intelligent Data Engineering and Automated Learning (IDEAL’2003).
6.
Financial Chair, 2003 IEEE International Conference on Computational Intelligence for Financial Engineering.
7.
Session Chair
(i) 2005 IEEE International Workshop on VLSI Design and Video Technology (Co-Chair)
(ii) 2004 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology;
(iii) The 2
nd IASTED International Conference on Neural Networks and Computational Intelligence (Co-Chair);
(iv)
2001 IEEE International Conference on Multimedia and Expo (ICME2001);
(v)
International Conference on Intelligent Data Engineering and Automated Learning.
8.
Program Committee Member in several major international conferences, including IJCNN’02, ICMLC’02, ICAMT’03, ICNNSP’03, IDEAL’04, WI’04, and ISNN’04&05.
9.
Technical Committee Member, IASTED Technical Committee on Neural Networks.
10.
Research Board of Advisors, American Biographical Institute, Inc.
11.
Reviewer of several top-class international journals, including: (1) IEEE Transactions on Neural Networks; (2) IEEE Transactions on SMC: Part B; (3) IEEE Transactions on Fuzzy Systems, and (4) Neural Networks.
12.
External Reviewer of (1) Earmarked Research Grants; and (2) Quality Education Fund.
13.
Adjunct Professor of Jinan University, Guangzhou, China
Appendix I: Selected Publications
1.
Y.M. Cheung, “A Maximum Likelihood Approach to Temporal Factor Analysis in State-Space Model”,
Signal Processing, in press.
2.
Y.M. Cheung, “Maximum Weighted Likelihood via Rival Penalized EM for Density Mixture Clustering with Automatic Model Selection”,
IEEE Transactions on Knowledge and Data Engineering, Vol. 17, No. 6, pp750-761, 2005.
3.
Y.M. Cheung, “On Rival Penalization Controlled Competitive Learning for Clustering with Automatic Cluster Number Selection”,
IEEE Transactions on Knowledge and Data Engineering, Vol. 17, No. 11, pp1583-1588, 2005.
4.
Y.M. Cheung, “k*-means: A New Generalized k-means Clustering Algorithm”,
Pattern Recognition Letters, Vol. 24, Issue 15, pp. 2883—2893, August, 2003.
5.
Y.M. Cheung and L. Xu, “Dual Multivariate Auto-regressive Modeling in State Space for Temporal Signal Separation”,
IEEE Transactions on Systems, Man and Cybernetics Part B: Cybernetics, Vol. 33, No. 3, pp. 386-398, 2003.
6.
Y.M. Cheung and R.B. Huang, “A Divide-and-Conquer Learning Approach to Radial Basis Function Networks”,
Neural Processing Letters, Vol. 21, No. 3, pp. 189-206, June, 2005.
7.
Y.M. Cheung and L. Xu, “Further Studies on Temporal Factor Analysis: Comparison and Kalman Filter Based Algorithm”,
Neurocomputing, Vol. 50, pp. 87-103, January, 2003.
8.
Y.M. Cheung and L. Xu, “Independent Component Ordering in ICA Time Series Analysis”,
Neurocomputing, Vol. 41, pp. 145-152, October, 2001.
9.
Y.M. Cheung and L. Xu, “A RPCL-based Approach for Markov Model Identification with Unknown State Number”,
IEEE Signal Processing Letters, Vol. 7, No. 10, pp. 284-287, October, 2000.
10.
K.K. Hung,
Y.M. Cheung and L. Xu, “An Extended ASLD Trading System to Enhance Portfolio Management”,
IEEE Transactions on Neural Networks, Vol. 14, No. 2, pp. 413- 425, March, 2003.
11.
X.M. Zhao,
Y.M. Cheung and D.S. Huang, “A Novel Approach to Extracting Features from Motif Content and Protein Composition for Protein Sequence Classification”,
Neural Networks, Vol. 18, No. 8, pp. 1019-1028, October, 2005.
