kwan-mscs.jpg (7K) Dr. Paul W.H. Kwan
Senior Lecturer (Computer Science)
Convener, Computational Intelligence and Applications Research Group

School of Science and Technology
University of New England
Armidale, NSW 2351
Australia

Tel: +61 2 6773 2034
Fax: +61 2 6773 3312
Email: paul DOT kwan AT une DOT edu DOT au


Education and Research Profiles
  1. Education
  2. Research Interests
  3. Publications
  4. Technical Reports
  5. Grants
  6. Professional Activities
  7. Professional Memberships
  8. Working Experiences
  9. Other Awards


Education
PhD Engineering, March 2003
(Advanced Engineering Systems)
The University of Tsukuba
Ibaraki, Japan
M.Sc Computer Science, December 1988 The University of Arizona
Arizona, USA
B.Sc Computer Science, June 1986 Cornell University
New York, USA
Research Interests
Publications

(A) Journal and Book Chapter
  1. Kwan, P., Kameyama, K., Gao, J. and Toraichi, K., "Content-Based Image Retrieval of Cultural Heritage Symbols by Interaction of Visual Perspectives" International Journal of Pattern Recognition and Artificial Intelligence (accepted on 16 Nov 2010)
  2. Sultan, Z. and Kwan, P., "Generalized Evidential Processing in Multiple Simultaneous Threat Detection in UNIX," International Journal of Web Portals (IGI Publishing), vol.2(2), pp. 51-67, 2010.
  3. Kwan, W., Gao, J., Guo, Y. and Kameyama, K., "A Learning Framework for Adaptive Fingerprint Identification using Relevance Feedback," International Journal of Pattern Recognition and Artificial Intelligence (World Scientific), vol.24(1), pp. 15-38, 2010.
  4. Gao, J., Kwan, W. and Shi, D., "Sparse Kernel Learning with LASSO and Bayesian Inference Algorithm," Neural Networks (Elsevier), vol.23, pp. 257-264, 2010.
  5. Yi Guo, Junbin Gao and Paul W. Kwan, Regularized Kernel Local Linear Embedding on Dimensionality Reduction for Non-vectorial Data, A. Nicholson and X. Li (Eds.): AI 2009, Lecture Notes on Artificial Intelligence, Vol. 5866, pp. 240-249, Springer, Heidelberg, 2009.
  6. Gao, J., Kwan, W. and Huang, X., "Comprehensive Analysis for the Local Fisher Discriminant Analysis," International Journal of Pattern Recognition and Artificial Intelligence (World Scientific), vol.23(6), pp. 1129-1143, 2009.
  7. Kwan, W., Gao, J. and Leedham, G., "A User-Centered Framework for Adaptive Fingerprint Identification," H. Chen et al. (Eds.): PAISI 2009, LNCS 5477, pp. 89-100, 2009. (Best Paper Award)
  8. Junbin Gao, Paul W.H. Kwan and Yi Guo, "Robust Multivariate L1 Principal Component Analysis and Dimensionality Reduction," Neurocomputing, vol.72, pp.1242-1249, 2009.
  9. Junbin Gao, Michael Antolovich, and Paul W. Kwan, "L1 LASSO and Its Bayesian Inference," W. Wobcke and M. Zhang (Eds.): AI 2008, LNAI 5360, pp. 318-324, 2008.
  10. Guo, Y., Gao, J., Kwan, W. and Hou, X.,"Visualization of Protein Structure Relationships using Constrained Twin Kernel Embedding," Journal of Biomedical Science and Engineering, Scientific Research Publishing, Vol 1, No. 2, pp. 133-140, 2008.
  11. Yi Guo, Junbin Gao, Paul W. Kwan, "Twin Kernel Embedding," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.30(8), pp.1490-1495, 2008.
  12. Yi Guo, Junbin Gao and Paul W.H. Kwan, "TKE with relaxed constraints on Dimensionality Reduction for structured data," M.A. Orgun and J. Thornton (Eds.): AI 2007, LNAI 4830, pp. 659-663, Springer 2007.
  13. Junbin Gao, Paul W.H. Kwan and Yi Guo, "Robust L1 PCA and Its Application in Image Denoising," MIPPR 2007, Proc. SPIE Vol. 6786, 67860T (Nov. 15, 2007).
  14. Paul W.H. Kwan, Yi Guo and Junbin Gao, "A Learning Framework for Examiner-Centric Fingerprint Classification using Spectral Features," MIPPR 2007, Proc. SPIE Vol. 6788, 67881H (Nov. 15, 2007).
  15. Yi Guo, Paul W.H. Kwan and Junbin Gao, "Learning Optimal Kernel from Distance Metric in Twin Kernel Embedding for Dimensionality Reduction and Visualization of Fingerprints," Reda Alhajj, Hong Gao, Xue Li, Jianzhong Li, Osmar R. Zaiane (Eds.): ADMA 2007, LNCS 4632, pp. 227-238, Springer 2007.
  16. Tetsuo Sugiyama, Paul W.H. Kwan, Kazuo Toraichi, Kazuki Katagishi, "A Contour Tracing Algorithm that Avoids Duplicate Tracing Common Boundaries between Regions," Imaging and Visual Computing, The Journal of the Institute of Image Electronics Engineers of Japan vol.33(4-B), 2004, pp.586-596.
  17. Fumio Kawazoe, Kazuo Toraichi, Koji Nakamura, Paul W.H. Kwan, "Fluency function approximation of thin line images," Imaging and Visual Computing, The Journal of the Institute of Image Electronics Engineers of Japan vol.32(4), 2003, pp.438-445 (In Japanese)
  18. Paul W.H. Kwan, Kazuo Toraichi, Hiroyuki Kitagawa, Keisuke Kameyama, "Approximate Query Processing for a Content-Based Image Retrieval Method," Vladimir Marik, Werner Retschitzegger, Olga Stepankova (Eds.): DEXA 2003, LNCS 2736, pp. 517-526, Springer 2003.
  19. Paul W.H. Kwan, Keisuke Kameyama and Kazuo Toraichi, "On a Relaxation-Labeling Algorithm for Real-time Contour-based Image Similarity Retrieval," Image and Vision Computing vol. 21(3), 2003, pp.285-294.
  20. Fumio Kawazoe, Kazuo Toraichi, Paul W.H. Kwan and Koichi Wada, "A Method on Tracking Unit Pixel Width Line Segments for Function Approximation-based Image Coding," Y.-C. Chen, L.-W. Chang, C.-T. Hsu (Eds.): PCM 2002, LNCS 2532, pp. 502-509, Springer 2002.
  21. Kazuo Toraichi, Paul W.H. Kwan, Kazuki Katagishi, Tetsuo Sugiyama, Koichi Wada, Mitsuru Mitsumoto, Hiroyasu Nakai and Fumito Yoshikawa, "On a Fluency Image Coding System for Beef Marbling Evaluation," Pattern Recognition Letters vol. 23(11), 2002, pp.1277-1291.
(B) Refereed Conferences
  1. Martin McGrane, Simon Poon, Josiah Poon, Xuezhong Zhou, Runshun Zhang, Baoyan Liu, Clement Loy, Kwan Paul, Chan Kelvin, Daniel Sze, and Junbin Gao, "Analysis of Synergistic and Antagonistic Effects of TCM: Cases on Diabetes and Insomnia," The International Workshop on Information Technology for Chinese Medicine (ITCM2010) (accepted)
  2. Mitchell Welch, Paul Kwan, A.S.M. Sajeev, "On Engineering Challenges of Applying Relevance Feedback to Fingerprint Identification Systems," The 2010 International Conference on Computational Intelligence and Software Engineering (CiSE 2010) (accepted)
  3. Zhou, X., Poon, J., Kwan, W., Zhang, R., Wang, Y., Poon, S., Liu, B. and Sze, D., "Novel Two-stage Analytic Approach in Extraction of Strong Herb-herb Interactions in TCM Clinical Treatment of Insomnia," D. Zhang and M. Sonka (Eds.): ICMB 2010, LNCS 6165, pp. 258-267, 2010.
  4. Jiang, X., Gao, J., Wang, T. and Kwan, W., "Learning Gradients with Gaussian Processes," M.J. Zaki et al. (Eds.): PAKDD 2010, Part II, LNAI 6119, pp. 113-124, 2010.
  5. Yi Guo, Junbin Gao and Paul W.H. Kwan, "Twin Kernel Embedding with Back Constraints," Proceedings of The 7th IEEE International Conference on Data Mining Workshops (ICDMW 2007), pp.319-324, 2007.
  6. Yi Guo, Junbin Gao, and Paul W.H. Kwan, "Learning Out-of-Sample Mapping in Non-vectorial Data Reduction using Constrained Twin Kernel Embedding," Proceedings of International Conference on Machine Learning and Cybernetics 2007 (ICMLC'07), Hong Kong, China, Aug 19-22, vol.1, pp.19-24, 2007.
  7. Yi Guo, Junbin Gao and Paul W.H. Kwan, Xing-sheng Hou, "Visualization of Protein Structure Relationships using Twin Kernel Embedding," Proceedings of The 1st IEEE International Conference on Bioinformatics and Biomedical Engineering, Wuhan, China, Jul 6-8, pp.1-4, 2007.
  8. Yi Guo, Junbin Gao and Paul W.H. Kwan, "Visualization of Non-vectorial Data using Twin Kernel Embedding," Proceedings of Workshop on Integrating AI and Data Mining (AIDM 2006) at The 19th ACS Australian Joint Conference on Artificial Intelligence (AI 2006), Hobart, TAS, Australia, December 4-8, pp.11-17, 2006 . [PDF]
  9. Yi Guo, Junbin Gao and Paul W.H. Kwan, "Kernel Laplacian Eigenmaps for Visualization of Non-vectorial Data," Proceedings of The 19th ACS Australian Joint Conference on Artificial Intelligence (AI 2006), Hobart, TAS, Australia, December 4-8, pp.1179-1183, 2006. [PDF]
  10. Paul W.H. Kwan, Junbin Gao and Yi Guo, "Fingerprint Matching using Enhanced Shape Context," Proceedings of The 21st Image and Vision Computing New Zealand (IVCNZ 2006), Great Barrier Island, New Zealand, 27-29 November, pp.115-120, 2006. [PDF]
  11. Paul W.H. Kwan and Junbin Gao, "A Multi-step Strategy for Approximate Similarity Search in Image Databases," Proceedings of The Seventeenth Australasian Database Conference (ADC 2006), Hobart, TAS, Australia, January 16-19, pp.139-147, 2006. [PDF]
  12. Paul W.H. Kwan, Kazuo Toraichi, Keisuke Kameyama, Junbin Gao and Nobuyuki Otsu, "A Multi-step Strategy for Shape Similarity Search in Kamon Image Database," Proceedings of the 20th Image and Vision Computing New Zealand (IVCNZ 2005), Dunedin, New Zealand, pp.266-271, 28-29 November 2005. [PDF]
  13. Md Enamul Islam, Sanjay Jha, Paul W.H. Kwan and Monzurur Rahman, "A Collocated Approach for Coexistence Resolution in Wireless Home Networking," Proceedings of The Third Australian Undergraduate Students' Computing Conference 2005,pp.18-24, 2005. [PDF]
  14. Takayuki Tachikawa, Keisuke Kameyama, Tohru Kawabe, Kazuo Toraichi, Nobuyuki Otsu, Takio Kurita, Paul W.H. Kwan, "Content-based Retrieval of Kamon Images by Image Smoothing and Relaxation," The IASTED International Conference on Modeling, Identification and Control (MIC 2005), Innsbruck, Austria, February 16-18, pp.422-427, 2005. [PDF]
  15. Heeburm Ryu, Koji Nakamura, Paul W.H. Kwan, Yasuo Morooka, Kazuo Toraichi, "High Precision and High Speed TV Picture Quality Enhancement Method based on Compactly Supported Sampling Function," International Conference on Computing, Communications and Control Technologies (CCCT'04), Vol.III pp.36-41, Austin, Texas, USA, 2004 [PDF]
  16. Paul W.H. Kwan, Koichi Wada, Nobuyuki Otsu, Kazuo Toraichi, "Content-based Retrieval for A Database of Function Approximated Kamon Images," International Conference on Computing, Communications and Control Technologies (CCCT'04), Vol. III pp.13-18, Austin, Texas, USA, 2004 [PDF]
  17. Paul W.H. Kwan, Kazuo Toraichi, "Automatic Road Map Encoding by Fluency Function of Thin Line Images," International Conference on Computing, Communications and Control Technologies (CCCT'04), Vol. III pp.7-12, Austin, Texas, USA, 2004 [PDF]
  18. Yasuhiro Ohmiya, Kazuki Katagishi, Paul W.H. Kwan, Kazuo Toraichi, Atsushi Matsumura, Ryoichi Kawada, Atsushi Koike, Hitomi Murakami, "A Method for High Precision Enlargement of Pictures taken by Cellular Phone on Personal Computer," Proceedings of International Conference on Computing, Communications and Control Technologies (CCCT'04), Vol. III pp.30-35, Austin, Texas, USA, 2004 [PDF]
  19. Fumio Kawazoe, Kazuo Toraichi, Paul W.H. Kwan, "A New Method on Assigning Function Types to Line Segments for Function Approximation-based Image Coding" In: Proc. 2003 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Vic. Canada, pp.856-859 [PDF]
  20. Tetsuo Sugiyama, Paul W.H. Kwan, Kazuo Toraichi, Kazuki Katagishi, "A Method on Tracking Common Boundaries of Color Regions in Function Approximation-based Image Coding" In: Proc. 2003 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Vic. Canada, pp.852-855 [PDF]
  21. Paul W.H. Kwan, Kazuo Toraichi, Koichi Wada and Keisuke Kameyama, "A Dispatcher-driven Processing Architecture for Image Similarity Retrieval using Clustered Relaxation Matching Servers," In: Proc. of the IASTED International Conference on Networks, Parallel and Distributed Processing, and Applications, October 1-4, 2002, Tsukuba, Japan, pp.211-216. [PDF]
  22. Fumio Kawazoe, Kazuo Toraichi, Paul W.H. Kwan and Koji Nakamura, "A Publishing System based on Fluency Coding Method," In: Proc. 2002 IEEE International Conference on Image Processing, September 22-25, Rochester, New York, USA, vol.I, pp.649-652. [PDF]
  23. Paul W.H. Kwan, Kazuo Toraichi, Keisuke Kameyama, Fumio Kawazoe and Koji Nakamura, "TAST - Trademark Application Assistant," In: Proc. 2002 IEEE International Conference on Image Processing, September 22-25, Rochester, New York,USA, vol.I, pp.884-887. [PDF]
  24. Paul W.H. Kwan, Keisuke Kameyama and Kazuo Toraichi, "Connecting Image Similarity Retrieval with Consistent Labeling Problem by Introducing a Match-all Label," In: Proc. 10th IEEE International Conference on Fuzzy Systems, Melbourne, Australia, vol. 3, pp. 334-337. [PDF]
  25. Paul W.H. Kwan, Keisuke Kameyama and Kazuo Toraichi, "Trademark Retrieval by Relaxation Matching on Fluency Function Approximated Image Contours," In: Proc. 2001 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Vic. Canada, pp.255-258. [PDF]
  26. Paul W.H. Kwan, Kazuo Toraichi, Koichi Wada, Keisuke Kameyama, Kazuki Katagishi, Tetsuo Sugiyama and Fumito Yoshikawa, "On an Image Contour Compression Method using Compactly Supported Sampling Functions," In: Proc. 2001 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Vic. Canada, pp.271-274. [PDF]
  27. Kwan Paul Wing Hing, Fumito Yoshikawa, Tetsuo Sugiyama, Kazuki Katagishi, Kazuo Toraichi, Koichi Wada, Nobuyuki Otsu, Mitsuru Mitsumoto and Hiroyasu Nakai, "Compressed Beef Marbling Image Database with Browser-based Retrieval System," In: Proc. 2000 International Conference on Advances in Intelligent Systems: Theory and Applications, Canberra, Australia, pp.352-358. [PDF]
  28. Fumito Yoshikawa, Kazuo Toraichi, Koichi Wada, Nobuyuki Otsu, Hiroyasu Nakai, Mitsuru Mitsumoto, Kazuki Katagishi and Paul W.H. Kwan, "Feature extraction algorithm for beef marbling," In: Proc. 1999 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Vic. Canada, pp.209-212.
Technical Reports

Grants
  1. 2004 University Research Grant (University of New England)
  2. 2008 Faculty Research Grant (University of New England)
  3. 2009 School Research Grant (University of New England)
Professional Activities
  1. Session Co-chair:
    • The 2004 International Conference on Computing, Communications and Control Technologies (CCCT'04) [Session on "Fluency Information Theory and Its Applications to Multimedia"]
  2. Workshop Co-chair:
    • Workshop on "Advances and Issues in Biomedical Data Mining (AIBDM'09)" at The 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'09)
  3. Regular Reviewer:
    • The Journal of Zhejiang University Science English (ISSN 1009-3095, Monthly)
    • Journal of Systemics, Cybernetics and Informatics (ISSN: 1690-4524)
    • Pattern Recognition Letters, Elsevier Science (ISSN: 0167-8655)
    • IEEE Transactions on Neural Networks (ISSN: 1045-9227)
    • International Journal of Pattern Recognition and Artificial Intelligence, World Scientific (ISSN: 0218-0014)
    • Applied Computational Intelligence and Soft Computing, Hindawi (ISSN: 1687-9724)
    • Journal of Research and Practice in Information Technology (Computer Security), Australian Computer Society (ISSN: 1443-458X)
  4. Program Committee Member:
    • 2007 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM'07)
    • The 5th SPIE International Symposium on Multi-spectral Image Processing and Pattern Recognition (ISMIPPR'2007)
    • The 2nd International Workshop on Integrating AI and Data Mining (AIDM'2007)
    • The 2008 IEEE International Symposium on Mining the Asian Web (MAW'08)
    • Workshop on "Pacific Asia Workshop on Intelligence and Security Informatics (PAISI'09)" at The 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'09)
    • The 5th International Conference on Natural Computation (ICNC'09)
    • The 6th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'09)
    • 2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM'09)
    • The 2010 International Conference on Complex, Intelligent and Software Intensive Systems (CISIS 2010)
    • International Conference on Computer Vision Theory and Applications (VISAPP 2010)
    • The 7th International Symposium on Neural Networks (ISNN 2010)
    • Workshop on "Pacific Asia Workshop on Intelligence and Security Informatics (PAISI'10)" at The 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'10)
    • Technical track on Computational Intelligence and Signal & Image Analysis (CISIA) at 26th ACM-Symposium on Applied Computing (ACM-SAC'2011)
    • International Conference on Computer Vision Theory and Applications (VISAPP 2011)
Professional Memberships
ACM (Senior Member)
Australian Computer Society (Member)
IEEE (Senior Member)

Working Experiences

January 2009 - Present
School of Science and Technology, University of New England
Senior Lecturer in Computer Science
September 2004 - December 2008
School of Science and Technology, University of New England
Lecturer in Computer Science
April 2003 - August 2004
Center for Tsukuba Advanced Research Alliance, University of Tsukuba
Postdoctoral Researcher - I led a team of seven people (one research associate, three postgraduate and three undergraduate students) in research and development of Fluency desktop publishing system for the national project entitled "Building High-Speed, Large-Capacity Information Processing Technology by A New Principle" under the Core Research for Evolutional Science and Technology (CREST) Program.
[June 2000 - March 2001, July 2002 - March 2003]
Center for Tsukuba Advanced Research Alliance, University of Tsukuba
Research Assistant - I involved in the research and development of multimedia coding, retrieval and presentation technologies based on the Fluency Information Theory proposed by our research group.
October 1994 - February 1999
School of Business & Management, Hong Kong University of Science & Technology
Senior Computer Officer - I managed a team of ten computing/technical staff providing end-user, instructional, and research support to faculty and staff in the School of Business & Management at the HKUST. My duties included overseeing the daily operations of the School's laboratories, liaise with the University's Computer Center, prepare and execute operations plan, administer inventory control, provide technical advices to the Dean of the School on sourcing and timing of hardware/software acquisitions, and manage the progress of applications development.
July 1994 - October 1994
Research Center, Hong Kong University of Science & Technology
Computer Officer - My duties included the administration and monitoring of computing equipment installed in the Research Center at the HKUST for the government funded Operations Windshear Warning System (OWWS). The types of equipment included high-end graphics workstations from Sun Microsystems, Silicon Graphics, and Digital Equipment Corp. Real-time sensor data came in through modems connected to the Automatic Weather Station (AWS) located at each of the remote sites on the Lantau Island, Hong Kong, as well as from the Hong Kong Royal Observatory. Custom designed software was being used to display these incoming data on workstation displays for real-time analyses and diagnostics.
July 1992 - June 1994
Center of Computing Services & Telecommunications, Hong Kong University of Science & Technology
Computer Officer - My responsibilities included both administrative and technical tasks. On the administration side, I served as the administrator of the Electronic Notice Board system and the Student E-mail Accounts system available on our Center's computers. Other tasks of similar nature included software vendor contacts and the preparation of Budget Requisitions for new purchases and upgrades. On the technical side, I was responsible for data management routines in supporting instruction such as administering the Sybase and the Oracle Relational Database Management System.
April 1992 - June 1992
Hongkong International Terminals Limited, Hong Kong
Consultant - As a consultant, I provided technical assistances on the in-house developed Ship Planning System for container loading/unloading operations to a team of computing and operations staff.
May 1989 - February 1992
Hongkong International Terminals Limited, Hong Kong
Systems Analyst - I co-led a group of six programmers with another systems analyst in the development and support of an in-house developed Ship Planning System for real-time container loading/unloading operations. This system was successfully put into production on Sun Microsystems' Sparc 2 platform in January 1992. Prior to this project, I was involved in the development of the Terminal Operations Planning System (TOPS) for optimization of ship-to-berth scheduling using a constraint logic programming language called CHIPS, which stands for Constraint Handling In Prolog.
September 1986 - December 1988
Center for Computing and Information Technology, The University of Arizona, Arizona, USA
Graduate Assistant - At the Center for Computing and Information Technology, my duty was to assist the university community in the use of computing facilities through walk-in and phone-in consulting.
June 1986 - August 1986
Cornell Theory Center, Cornell University, New York, USA
Programmer - At the Cornell Theory Center, I assisted a research scientist in providing IEEE floating point arithmetic support for a simulator of FPS T-Series parallel supercomputer as well as investigating the low level communication requirements between this supercomputer and its Gould 9050 host.
Other Awards
1982 Distinction in Mathematics Competition, Continental Mathematics League, USA
1983 Admission to the Fellowship of The Cum Laude Society
1983~85 Dean's List, Cornell University, USA
1984~85 The National Dean's List, USA
1999~2003 Japanese Government (Monbusho) Scholarship for Postgraduate Study (4 Years)