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Contributions to Refereed Journals
- Lui, T.W.H. and D.K.Y. Chiu, "Associative classification using patterns from nested granules", Int. J. Granular Computing, Rough Sets and Intelligent Systems, Accepted to appear.
- H.A. Hakimov, S. Walters, T.C. Wright, R.G, Meidinger, C.P. Verschoor, M. Gadish, D.K.Y. Chiu, M.V. Stromvik, C.W. Forsberg and S.P. Golovan, "Application of iTRAQ to catalogue the skeletal muscle proteome in pigs and assessment of effects of gender and diet dephytinization" Research Article, Proteomics 2009, 4000-4016.
- Gadish, M.A., D.K.Y. Chiu, "Detecting statistical covariations of sequence physicochemical properties," Ana L.C. Bazzan, Mark Craven, Natalia F. Martins (eds.) Advances in Bioinformatics and Computational Biology, Lecture Notes in Bioinformatics 5167, Subseries of Lecture Notes in Computer Science, Springer, pp.57-67.
- Golovan, S.P. H.A. Hakimov, C.P. Verschoor, S.Walters, M. Gadish, C. Elsik, F. Schenkel, D.K.Y. Chiu, C.W. Forsberg, "Analysis of Sus scrofa liver proteome and identification of proteins differentially expressed beween genders, and conventional genetically enhanced lines, Comparative Biochemistry and Physiology, Part D., Elsevier.
- Durston, K.K., D.K.Y. Chiu, D.L. Abel and J.T. Trevors, "Measuring the
functional sequence complexity of proteins", Theoretical Biology and Medical
Modelling, 2007, 4:47.
- Chiu, D.K.Y. and K. Zhang, "Biomolecular data analysis: a post-genomic
reflection", Biomolecular Engineering, 24 (2007) 319-320 (invited)
- Chiu, D.K.Y. and Y. Wang, "Multipattern consensus regions in multiple
aligned protein sequences and their segmentation," EURASIP Jounral on
Bioinformatics and Systems Biology, Vol.2006, Article ID 35809, Pages 1-8.
- Ma, P.C.H., K.C.C. Chan, X. Yao, D.K.Y. Chiu, "An evolutionary clustering
algorithm for gene expression microarray data analysis", IEEE Trans. on
Evolutionary Computation, vol.10, no.3, June 2006, pp.296-314.
- Hwang, C., D.K.Y. Chiu, I. Sohn, "Analysis of exon structure using PCA and
ICA of short-time Fourier transform,", L. Wang, K. Chen, and Y.S. Ong
(Eds.): ICNC 2005, LNCS 3611, pp.306-315, 2005, Springer-Verlag Berlin
Heidelberg 2005.(also Second
Intern. Conf. on Fuzzy Systems and Knowledge Discovery, joint
ICNC'05-FSKD'05, 27-29 Aug. 2005, Changsha, China.)
- Durston, K. and D.K.Y. Chiu, "A functional entropy model for biological
sequences", in supplementary volume of the journal, Dynamics of
Continuous, Discrete and Impulsive Systems, Series B, 2005 (also Proc. 4th
Intern. Conf. on Engineering Applications and Computational Algorithms),
pp.722-725.
- Chiu, D.K.Y. and T.W.H. Liu, "A multiple-pattern biosequence analysis
method for diverse source association mining," Applied Bioinformatics, Issue
4:2, June, 2005, pp.85-92.
- Ma, P.C.H., K.C.C. Chan, D.K.Y. Chiu, "Clustering and
re-clustering for pattern discovery in gene expression data," Journal of
Bioinformatics and Computational Biology (JBCB), vol. 3, no.2, 2005.
- Chiu, D.K.Y. and B.J. Buczynski, "Evaluation of selecting interval
values in input variables of connectionist networks," International Journal of
Computational Intelligence and Applications (IJCIA), Special Issue on Neuro-Computing and
Hybrid Methods for Evolving Intelligence,
vol.4, no.3, Sept.2004, pp.255-265, Imperial College Press.
- Chiu, D.K.Y. and A.K.C. Wong, "Multiple pattern associations for interpreting
structural and functional characteristics of biomolecules," Information
Science, An International Journal, 167 (2004) 23-39.
- Chiu, D.K.Y. and T.W.H. Liu, "Integrated
use of multiple interdependent patterns for biomolecular
sequence analysis,"
Intern. J. of Fuzzy Systems, Special Issue on Intelligent Computation for Data Mining and
Knowledge Discovery, Vol.4, No.3, Sept., 2002,
pp.766-775.
- Chiu, D.K.Y., "Book Review: Pattern Classification,"
Intern. J. of Computational Intelligence and Applications,
Vol.1, No.3 (2001) 335-339.
- Wong, A.K.C., D.K.Y. Chiu, W. Huang, "A discrete-valued clustering algorithm with
applications to biomolecular sequences," Information Science,
139 (2001) 97-112.
- Chiu, D.K.Y. , "Discovering knowledge from statistical patterns in
biomolecules," Recent Research Developments in Pattern Recognition, B.
Chandrasekaran, M.D. Levine, C.H. Chan (eds.), Recent Research Development Series,
Transworld Research Network Publ., 1 (2000): 283-300.
- Sekita, I., T. Kurita, D.K.Y. Chiu and H. Asoh, "Reconfigurating feedforward
networks with fewer hidden nodes," Selected SPIE Papers on CD-ROM, Vol.6, Automatic
Target Recognition, (ed.) Firooz A. Sadjadi, Dec. 1999, SPIE.
- Wong, A.K.C., S.C. Chan and D.K.Y. Chiu, "Pattern detection in biomolecules using
synthesized random sequence," Pattern Recognition, vol.29, no.9, pp.1581-1586, 1996.
- Chan, K.C.C., A.K.C. Wong and D.K.Y. Chiu, "Learning sequential patterns for.
probabilistic inductive prediction", IEEE Trans. on Systems, Man and Cybernetics,
Vol. 24, No. 10, pp.1532-1547, Oct. 1994.
- Harauz, G., D.K.Y. Chiu, C. MacAulay, B. Palcic, "Probabilistic inference in
computer-aided screening for cervical cancer: An event-covering approach to optimal
information extraction and decision rule formulation", Analytical Cellular Pathology,
6, 37-50, 1994.
- Sekita, I., T. Kurita, D.K.Y. Chiu and H. Asoh, "A method to reduce redundant
hidden nodes", IEICE Trans. on Information and Systems, vol.- D, no. 4, pp.443-449,
April 1994.
- Chiu, D.K.Y., G., N.S. Greenspan and K.H. Roux, "Structured object representation
of biomolecular images for two-dimensional shape discrimination via feedforward
networks", J. of Computer-Assisted Microscopy, vol. 6, no. 3, pp.139-147, 1994.
- Harauz, G. and D.K.Y. Chiu, "Complementary application of correspondence analysis
and event-covering of noisy image sequence", Optik, 94, no. 2, pp.1-8, 1993.
- Shen, H.C., C. Bie, D.K.Y. Chiu, "A texture-based distance measure for
classification", Pattern Recognition, vol. 26, no. 9, pp. 1429-1437, 1993.
- Chan, S.C., A.K.C. Wong and D.K.Y. Chiu, "A multiple sequence comparison
method", Bulletin of Mathematical Biology, vol. 55, no. 2, pp.465-486, 1993.
- Bie, C., H. Shen and D.K.Y. Chiu, "Hierarchical maximum entropy partitioning in
texture image analysis", Pattern Recognition Letter, 14, 421-429, 1993.
- Chiu, D.K.Y. and G. Harauz, "A method for inferring probabilistic consensus
structure with application to molecular sequence data", Pattern Recognition, vol.26,
no. 4, pp.643-654. 1993.
- Chan, S.C., A.K.C. Wong and D.K.Y. Chiu, "A survey of multiple sequence comparison
methods, the Bulletin of Mathematical Biology", vol.54, no.4, pp.563-598,1992.
- Chiu, D.K.Y. and T. Kolodziejczak, "Inferencing consensus structure from nucleic
acid sequences", Computer Applications in the Biosciences, vol.7, no.3, pp. 347-352,
1991. (This paper is selected in Current Opinion in Structural Biology as outstanding
interest and an important advance.) [http://bioinformatics.oxfordjournals.org/cgi/reprint/7/3/347]
- Harauz, G. and D.K.Y. Chiu, "Covering events in eigenimages of biomolecules
Ultramicroscopy", 38, 305-317, 1991.
- Chiu, D.K.Y., A.K.C. Wong and K.C.C. Chan, "Synthesis of statistical knowledge from
time-dependent data", in IEEE Trans. of PAMI, vol.13, no.3, 265-271, March 1991.
- Chiu, D.K.Y., B. Cheung and A.K.C. Wong, "Information synthesis based on
hierarchical maximum entropy discretization", Journal of Experimental and Theoretical
Artificial Intelligence, 2, 117-129, 1990.
- Wong, A.K.C. and D.K.Y. Chiu, "Synthesising statistical knowledge from incomplete
mixed-mode data", IEEE Trans. on Pattern Analysis and Machine Intelligence,
vol.PAMI-9, no.6, 796-805, Nov.1987.
- Chiu, D.K.Y. and A.K.C. Wong, "Pattern analysis on mixed-mode hydrometric data,
Stochastic Hydrology and Hydraulics", 1, 67-80, 1987.
- Wong, A.K.C. and D.K.Y. Chiu, "An event-covering method for effective probabilistic
inference", Pattern Recognition, 20, 2, 245-255, 1987.
- Chiu, D.K.Y. and A.K.C. Wong, "Synthesising knowledge : a cluster analysis approach
using event-covering", IEEE Trans. Systems, Man and Cybernetics, vol. SMC-16, no.2,
251-259, Mar./Apr. 1986.
Books Edited
- Guest co-editor, Special issue, Biomolecular Engineering, 24 (2007)
- Chen, K. Chen, S.-H., Cheng, H.-D., Chiu, D.K.Y., Deas, S., Duro, R.,
Jiang, Z., Kerre, E., Leong, H.V., Li, Q., Lu, M., Romay, M.G., Ventura, D.,
Wang, P.P. and Wu, J. (eds.) (2003) Proc. 7th Joint Conference on Information
Sciences, Sept. 26-30, 2003, Research Triangle Park, N. Carolina, U.S.A
Selected Papers in Book Chapters
- Gao, L. and D.K.Y. Chiu, "Classification algorithms and analyzing
functionality of protein families" in A. Zanasi, C.A. Brebbia and N.F.F.
Ebecken (eds.), Data Mining VI, Data Mining, Text Mining and Their Business
Applications, WIT Press, Southampton, Boston, 2005, pp. 431-443.
- Chiu, D.K.Y., D. Bockus and J. Bradford, "An event-space feedforward network using
maximum entropy partitioning with application to low level speech data," in
Mathematics of Neural Networks: Models, Algorithms and Applications, eds. S.W. Ellacott,
J.C. Mason, I.J. Anderson, Kluwer Academic Publishers, Boston/London/Dordrecht, Ch.22,
pp.146-150, 1997.
- Chiu, D.K.Y. and D.A. Gadishev, "Texture comparison based on selected texture
primitives", in Lecture Notes in Computer Science, Image Analysis Applications and
Computer Graphics, Chin, R.T., H.H.S. Ip, A.C. Naiman, T.-C. Pong (Eds.), Springer,
497-498, 1995.
- Shen, H.C., D.K.Y. Chiu, C.Y.C. Bie, J.Scharcanski and A.P. Alves da Silva,
"Representational issues in texture analysis", in Computer Vision, Systems,
Theory and Applications, eds. A. Basu and X. Li, World Scientific Series in Computer
Science, vol.38, pp.153-177, 1993.
- Chiu, D.K.Y., A.R. Halabieh and D.R. Edwards, "Analyzing distributions of the
probability estimates in computer usage data", in Neural Networks and Pattern
Recognition in Human Computer Interaction, eds. Russell Beale and Janet Finlay, Ch.19,
pp.357-374, Ellis Horwood Series in Computers and Their Applications, 1992.
- Chiu, D.K.Y., A.K.C. Wong and B. Cheung, "Information discovery through
hierarchical maximum entropy discretization and synthesis", in Knowledge Discovery in
Databases, eds. G. Piatetsky-Shapiro and W.J. Frawley, pp.125-140, MIT/AAAI Press, 1991.
- Chiu, D.K.Y. and B. Cheung, "Hierarchical maximum entropy discretization",
W.W. Koczkodaj and R. Janicki (eds.), Computing and Information, North-Holland Publisher,
pp.237-242, 1989.
- Chan, K.C.C., A.K.C. Wong and D.K.Y. Chiu, "Observer: a probabilistic learning
system for ordered events", in Lecture Notes in Computer Science, Pattern
Recognition, 301, J. Kittler (ed.), Springer-Verlag, pp.507-516, 1988.
Other Full Refereed Publications (in Conference Proceedings)
- M.A. Gadish, D.K.Y. Chiu, C.W. Forsberg, S.P. Golovan, "A granular hierarchical approach to biophysical and biochemical evaluations of transgenic modifications", 2009 Intern. J. Conf. on Bioinformatics, Systems Biology and Intelligent Computing, Shanghai, China, 3-5 Aug., 2009, J. Zhang, G. Li, J.Y. Yang (eds.), IEEE Computer Society Order No. P3739, pp.417-421.
- Lui, T.W.H., D.K.Y. Chiu, "NHOP: Detecting desriptive patterns using association pattern mining", 2008 IEEE Intern. Conf. on Granular Computing, Hangzhou, China, Aug.26-28,2008, pp.491-496.
- Paul, J., D.K.Y. Chiu, S.P. Golovan, M. Husain, H. Hakimov, "Analysis of extremely small sample microarrays using multi-source data", Bioinformatics and Computational Biology, Canadian Student Conference on Biomedical Computing, Mar.13-15, 2008, University of Toronto, CD-ROM Proceeding, (6 pages)
- Gadish, M.A., D.K.Y. Chiu, S.P. Golovan, H. Hakimov, C.W. Forsberg, "A decision support system for EnviropigTM data analysis", Bioinformatics and Computational Biology, Canadian Student Conference on Biomedical Computing, Mar.13-15, 2008, University of Toronto, CD-ROM Proceeding, (5 pages)
- Lui, T.W.H., D.K.Y. Chiu, "Nested high-order patterns in data mining and sequence analysis", Bioinformatics and Computational Biology, Canadian Student Conference on Biomedical Computing, Mar.13-15, 2008, University of Toronto, CD-ROM Proceeding, (4 pages)
- Lui, T.W.H. and D.K.Y. Chiu, "Complementary analysis of high-order
association patterns and classification" The 21st International Conference,
The Florida Artificial Intelligence Research Society (FLAIRS), Coconut Grove,
Florida, U.S.A., 2008, pp.294-299.
- Hakimov, H., C. Verschoor, S.Walters, M. Gadish, C. Elsik, D. Chiu, C.W.
Forsberg, S.P. Golovan, "Large-scale and high-confidence analysis of swine
liver proteome" Cobb Spring Harbour Laboratory meeting, May 8-12, 2007, Long
Island, New York City, U.S.A. (poster)
- Gadish, M.A. H.A. Hakimov, D.K.Y. Chiu, C.W. Forsberg, S.P. Golovan,
"Cross tissue gene ontology comparison between transgenic and conventional
pigs", 3rd Annual Scientific Conference, Advanced Foods and Materials Network,
June 3-5, 2007, Chateau Bonne, Entente, Quebec, Poster Abstract, pg.54.
- Hakimov, H., C. Verschoor, S. Walters, M. Gadish, C. Elsik, D.K.Y. Chiu,
C.W. Forsberg, S.P. Golovan, "Proteome study of swine liver", 3rd Annual
Scientific Conference, Advanced Foods and Materials Network, June 3-5, 2007,
Chateau Bonne, Entente, Quebec, Poster Abstract, pg.55.
- Lui, T.W.H. and D.K.Y. Chiu, "Discovering maximized progressive high-order
patterns in biosequences", eds. P.Y. Cao, et al, Information Sciences 2007,
Proc. 10th Joint Conference, Salt Lake City, Utah, USA, 18-24 July 2007,
p.110-115.
- Chiu, D.K.Y. and T.W.H. Lui, "Discovering progressive high-order patterns
in biosequence," Proc. 5th Asia-Pacific Bioinformatics Conference, Hong Kong,
14-17 January, 2007, poster abstracts, pg. 4.
- Lam, W.W.M., K.C.C. Chan, D.K.Y. Chiu and A.K.C. Wong, "MAGMA: An
algorithm for mining multi-level patterns in genomic data," IEEE Intern. Conf.
on Bioinformatics and Biomedicine (BIBM 2007), Silicon Valley, USA, Nov.2-4,
2007.
- Gadish, M. and Chiu, D.K.Y. "Biosequence analysis using significant
expected mutual information of physicochemical properties", 3rd Workshop of
the UW-IEEE Joint Chapter of Signal Processing /CIS/SMC/Computer Societies of
Knowledge and Data Mining, 30-31 Oct., 2006, poster presentation.
- Rao, G. and D.K.Y. Chiu, "Comparison of genomes as 2-level pattern
analysis," in Proc. of the 2006 WSEAS Intern. Conf. on Mathematical Biology
and Ecology, Miami, Florida, USA, Jan. 18-20, 2006, pp.117-122.
- Rao, G. and D.K.Y. Chiu, "Comparison of gene structure in microbial
genomes" in Intern. Conf. on Computational Biology and Genome
Informatics, Salt Lake City, USA, 21-26 July, 2005, pp.1260-1264.
- Durston, K. and D.K.Y. Chiu, "A functional entropy model for biological
sequences", in supplementary volume of the journal, Dynamics of
Continuous, Discrete and Impulsive Systems, Series B, 2005 (also Proc. 4th
Intern. Conf. on Engineering Applications and Computational Algorithms, CD-ROM).
- Gao, L. and D.K.Y. Chiu, "Classification algorithms and analyzing
functionality of protein families" in Data Mining 2005, Skiathos, Greece,
25-27 May, 2005.
- Chiu, D.K.Y. and Y. Wang, "A segmentation algorithm for consensus regions
in biosequences," Proc. Foundations of Systems Biology and Engineering (FOSBE'2005),
Santa Barbara, USA, August 7-10, 2005, pp.381-384.
- Chiu, D.K.Y. and B.J. Buczynski, "Evaluation of interval value
selection for evolving processing networks," Conference on Neuro-Computing
and Evolving Intelligence, Auckland, New Zealand, Nov., 2003
(abstract, evaluated based on full paper).
- Chiu, D.K.Y. and T. Lui, "Fusing information involving multiple
databases in bioinformatics," Proc. 7th Joint Conf. on Information
Sciences (jointly 5th Atlantic Symposium on Computational Biology and
Genome Informatics), Research Triangle Park, N. Carolina, USA,
Sept.26-30, 2003, pp.899-902.
- Ma, P.C.H., K.C.C. Chan, D.K.Y. Chiu, "Discovering clusters in
gene expression data", Proc. 7th Joint Conf. on Information Sciences
(jointly 5th Atlantic Symposium on Computational Biology and Genome
Informatics), Research Triangle Park, N. Carolina, USA, Sept.26-30,
2003, pp.879-886.
- Chiu, D.K.Y. and B.J. Buczynski, "Evaluation of interval value
selection for evolving processing networks," Conference on Neuro-Computing
and Evolving Intelligence, Auckland, New Zealand, Nov., 2003
(abstract, evaluated based on full paper).
- Chiu, D.K.Y. and T. Lui, "Fusing information involving multiple
databases in bioinformatics," Proc. 7th Joint Conf. on Information
Sciences (jointly 5th Atlantic Symposium on Computational Biology and
Genome Informatics), Research Triangle Park, N. Carolina, USA,
Sept.26-30, 2003, pp.899-902.
- Ma, P.C.H., K.C.C. Chan, D.K.Y. Chiu, "Discovering clusters in
gene expression data", Proc. 7th Joint Conf. on Information Sciences
(jointly 5th Atlantic Symposium on Computational Biology and Genome
Informatics), Research Triangle Park, N. Carolina, USA, Sept.26-30,
2003, pp.879-886.
- Chiu, D.K.Y. and B.J. Buczynski, "Classification using feature interval
selection", 3rd International DCDCIS Conference of Engineering Applications and Computer
Algorithms (DCDIS'2003), University of Guelph, May 15-18, 2003, pp.45
(abstract).
- Chiu, D.K.Y. and B.J. Buczynski,
"Classification using feature interval selection", 3rd Intern. DCDIS
Conference on Engineering Applications and Computational Algorithms,
University of Guelph, full paper in CD-ROM, May 15-18, 2003.
- Chiu, D.K.Y., R. Zhao and S. Chen, "Evaluation of microarray design for
bacterial strain detection," 4th Conf. on Computational
Biology and Genome Informatics, Durham, May 8-14, 2002, pp.1223
(abstract).
- Collins, J.P. and D.K.Y. Chiu, "Ameliorating boundary errors from
quantizing images with the discrete wavelet transform", 4th
Intern. Conf. on Computer Vision, Pattern Recognition and Image
Processing, Durham, May 8-14, 2002.
- Hu, E, S.X. Yang, W.R. Smith and D.K.Y. Chiu, "A non-time based tracking
controller for multiple nonholonmic mobile robots," Proc. IEEE Intern.
Conf. of Robotics and Automation (ICRA'2002). Washington DC, May
11-15,2002, pp.3954-3959.
- Xu, H., S.X. Yang, G. L. Hayward and D.K.Y. Chiu, "A neural dynamic path
planner for a nonholonomic mobile robot," Proc. 8th Intern. Conf. on
Neural Information Processing (ICONIP' 2001), Shanghai, China, Nov.11-18,2001, pp.1139-1144.
- Chiu, D.K.Y. and T. Liu, "Integrated database mining in multi-modal relations,"
Proc. SSGRR'2001
- Internet Conference on Advances
in Infrastructure for Electronic Business, Science and Education on the
Internet, L'Aquila, 6-12 Auguest, 2001, pp.72
(abstract, refereed based on full paper).
- Chiu, D.K.Y. and T. Liu, "Integrated database mining in
multi-modal relations," CD-ROM, SSGRR'2001 - Internet Conference on Advances
in Infrastructure for Electronic Business, Science and Education on the
Internet, L'Aquila, 6-12 August, 2001 (full paper, invited and refereed).
- Chiu, D.K.Y., X. Chen and A.K.C. Wong, "Association between statistical
and functional patterns in biomolecules," Proc. Atlantic Symposium on
Computational Biology and Genome Information Systems and Technology,
Mar.15-17, 2001, Durham, NC, USA, pp.64-69.
- Chiu, D.K.Y. and T.W.H. Lui, "Consigned interdependency for pattern discovery from
biomolecular sequences," Proc. Atlantic Symposium on Computation Biology and
Genome Information Systems and Technology, Mar.15-17, 2001, Durham, NC, USA,
pp.75-81.
- Collins, J. and D.K.Y. Chiu, "Evaluation of boundary errors from quantizing images
with the discrete wavelet transform," Proc. 2000 Intern. Conf. on Imaging Science,
Systems and Technology, Las Vegas, Nevada, U.S.A, June 26-29, 2000, pp.611-617.
- Wong, A.K.C., D.K.Y. Chiu and W. Huang, "Clustering discrete-valued data using
biological and molecular data," Proc. 5th Joint Conf. on Information Sciences, Vol.2,
Feb.27-Mar.3,2000, Atlantic City, (ed.) P.P. Wang, Assoc. for Intelligent Machinery,
pp.794-797.
- Chiu, D.K.Y. and A.K.C. Wong, "Analyzing cytochrome c sequences using
detected multiple interdependency," Proc. 5th Joint Conf. on Information Sciences,
Vol.2, Feb.27-Mar.3, 2000, Atlantic City, (ed.) P.P. Wang, Assoc. for Intelligent
Machinery, pp.815-818.
- Gadish, D.A., O. Basir and D.K.Y. Chiu, "Detection and adjustment of
inconsistencies in a multi-layered spatial representation", Proc. 13th Annual
COnference on Geographic Information Systems, GIS'99, Vancouver, pp.24-27.
- Chiu, D.K.Y. and M.Y.W. Leung, "Evaluating input dependency in a feedforward neural
network", Proc. 5th Intern. Conference on Neural Information Processing (ICONIP'98),
IOS Press, pp.801-804.
- Chiu, D.K.Y. and F.E. Kavanaugh, "The ck-nearest neighbor distance
network: A network using class boundary feature distances," in the 4th Intern.
Conf. on Neural Information Processing (ICONIP'97), University of Otago, Dunedin, New
Zealand, 24-28 November, 1997, Proc. Intern. Conf.on Neural Information Processing and
Intelligent Systems, vol.1, (Eds.) N. Kasabov, R.Kozma, K.Ko, R.O'Shea, G.Coghill,
T.Gedeon, Springer, 1997, pp.535-538.
- Chiu, D.K.Y. and D.R. Brooks, "Detecting themes in web document descriptors,"
Proc.WebNet World Conference '97 of the WWW, Internet and Intranet, Toronto, 31 Oct.- 5
Nov., 1997, pp.123-128.
- Chiu, D.K.Y. and F.E. Kavanaugh, "Classification based on class boundary feature
distances," Proc. 10th Intern. Florida Artificial Intelligence Research Symposium
(FLAIRS-97), Daytona Beach, 12-14 May, 1997, pp.222-226.
- Leung, M.Y.W. and D.K.Y. Chiu, " Feature Selection for two-dimensional shape
discrimination using feedforward neural networks", Proc. Vision, Recognition, Action:
Neural Models of Mind and Machine, 29-31 May, 1997, Boston, pp.83 (extended abstract).
- Chiu, D.K.Y. and M.Y.W. Leung, "A measure of dependency in feedforward
networks", in Proc. Vision Interface, '96, 21-24 May, 1996, Toronto, Ontario
pp.57-63.
- Chiu, D.K.Y., D. Bockus and J. Bradford, "A self-configurable feedforward network
using maximum entropy partitioning with application to low level speech data," Proc.
Intern. Conf. on Mathematics of Neural Networks and Applications, Lady Margaret Hall,
Oxford, 1995 (extended abstract).
- Sekita, I., T. Kurita, T., D.K.Y. Chiu and H. Asoh, "Reconfigurating feedforward
networks with fewer hidden nodes", in Proc. SPIE's Intern. Symposium on Optical
Engineering and Photonics in Aerospace and Remote Sensing, Orlando, vol.1962, Adaptive and
Learning Systems II, F.A. Sadjadi (ed.), pp.45-53, Sept. 1993.
- Chiu, D.K.Y., "Transformation systems and neural networks", World Congress on
Neural Networks, Portland, pp.III-424-428, July 11-15, 1993.
- Chiu, D.K.Y., "Towards an event-space self-configurable neural network", in
Proc.1993 IEEE Intern. Conf. on Neural Networks, San Francisco, California, pp.956-961,
Mar.28-Apr.1, 1993.
- Chiu, D.K.Y., "Towards an event-space self-configurable neural network", in
1993 IEEE Intern. Conf. on Neural Networks, San Francisco, California, abstract in CD-ROM
proceeding, Mar.28-Apr.1, 1993.
- Chiu, D.K.Y., I. Sekita and T. Kurita, "Evaluation of interdependent nodes in
layered neural networks", Proc. Second Intern. Conf. on Automation, Robotics and
Computer Vision, Vol.1, pp.NW-1.2.1-NW-1.2.4, 1992.
- Chiu, D.K.Y., C.Y.C. Bie and H.C. Shen, "Hierarchical maximum entropy partitioning
of visual feature frequency matrices for texture classification", Proc. Vision
Interface, Vancouver, Canada, 1992, pp.9-14.
- Halabieh, A.R. and D.K.Y. Chiu, "Discovering regularities and irregularities based
on the distribution of probability estimates", Proc. Vision Interface, Vancouver,
Canada, 1992, pp.61-68.
- Chiu, D.K.Y., "A consensus structure inference algorithm", Proc. IEEE Computer
Society Conference on Computer Vision and Pattern Recognition, Maui, Hawaii, June 3-6,
1991, pp.755-756.
- Chiu, D.K.Y. and A.K.C. Wong, "Discretization, event-covering, data synthesis,
information", Proc. 1989 IJCAI Workshop on Knowledge Discovery in Databases, Detroit,
pp.57-70.
- Chiu, D.K.Y. and B. Cheung, "Hierarchical maximum entropy discretisation and its
application to data synthesis, Proceeding in Intern. Conf. on Computing and Information,
Toronto, 1989, 386 (extended abstract).
- Chan, K.C.C., A.K.C. Wong and D.K.Y. Chiu, "Learning sequential patterns for
probabilistic inductive prediction", in Proc. 5th 1989 Intern. Conf. on Artificial
Intelligence Applications, pp. 223-229. (This paper has been selected by the editors of
IEEE Expert, Summer 1989, p.78, as one of four most relevant papers in 1989 International
Conference on Artificial Intelligence Applications.)
- Chiu, D.K.Y. and A.K.C. Wong, "An event-covering method for analysis and
forecasting on time-dependent discrete-valued data", Proc. 8th Intern. Conf. on
Pattern Recognition, Paris, France, Oct.27-31, 1986, 1136-1140.
- Wong, A.K.C., D.K. Chiu and M. de Lascurain, "Inference and cluster analysis of
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