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Fourth International Conference on Machine Learning and Applications (ICMLA'05)
Los Angeles, CA
December 15-December 17
ISBN: 0-7695-2495-8
Table of Contents
Introduction
Invited Paper
Classification I
Thomas Villmann, University Leipzig, Germany
Frank-Michael Schleif, University Leipzig, Germany
Barbara Hammer, Clausthal University of Technology, Germany
pp. 11-15
Abdul Majid, Ghulam Ishaq Khan (GIK) Institute of Engineering Science & Technology, Pakistan
Asifullah Khan, Ghulam Ishaq Khan (GIK) Institute of Engineering Science & Technology, Pakistan
Anwar M. Mirza, Ghulam Ishaq Khan (GIK) Institute of Engineering Science & Technology, Pakistan
pp. 16-21
Senjian An, Curtin University of Technology, Australia
Wanquan Liu, Curtin University of Technology, Australia
Svetha Venkatesh, Curtin University of Technology, Australia
pp. 22-30
Classification II
Daisuke Yamaguchi, Kanagawa University, Japan
Guo-Dong Li, Teikyo University, Japan
Takahiro Akabane, Teikyo University, Japan
pp. 31-36
Péter Schönhofen, Informatics Laboratory, Budapest
András A. Benczúr, Informatics Laboratory, Budapest
pp. 37-42
Ricardo Blanco-Vega, Universidad Politécnica de Valencia, Spain
José Hernández-Orallo, Universidad Politécnica de Valencia, Spain
María José Ramírez-Quintana, Universidad Politécnica de Valencia, Spain
pp. 49-54
Taghi M. Khoshgoftaar, Florida Atlantic University
Jason Van Hulse, Florida Atlantic University
pp. 55-62
Applications I
Mahsa Kamali Moghaddam, Amirkabir University of Technology, Iran
Reza Safabakhsh, Amirkabir University of Technology, Iran
pp. 63-68
E. Kokiopoulou, University of Minnesota
Y. Saad, University of Minnesota
pp. 69-74
Alina Lazar, Youngstown State University
Bradley A. Shellito, Youngstown State University
pp. 75-81
Justin M. Beaver, NASA, Kennedy Space Center
Guy A. Schiavone, University of Central Florida
Joseph S. Berrios, University of Central Florida
pp. 82-88
M. Arif Wani, California State University Bakersfield
Sumia Rashid, California State University Bakersfield
pp. 89-96
Applications II
Marcos M. Campos, Oracle Data Mining Technologies
Peter J. Stengard, Oracle Data Mining Technologies
Boriana L. Milenova, Oracel Data Mining Technologies
pp. 97-104
Marcos M. Campos, Oracle Data Mining Technologies
Boriana L. Milenova, Oraclel Data Mining Technologies
pp. 105-112
Taghi M. Khoshgoftaar, Florida Atlantic University
Shyam V. Nath, Florida Atlantic University
Shi Zhong, Florida Atlantic University
Naeem Seliya, University of Michigan - Dearborn
pp. 120-128
Special Session: Applications of Machine Learning in Medicine and Biology I
Franc¸ois Fleuret, Laboratory of Computational Neuroscience
Wulfram Gerstner, Laboratory of Computational Neuroscience
pp. 129-134
Lit-Hsin Loo, Harvard University
Samuel R oberts, GlaxoSmithKline Pharmaceuticals
Leonid Hrebien, Drexel University
Moshe Kam, Drexel University
pp. 135-144
Huimin Geng, University of Nebraska Medical Center
Xutao Deng, University of Nebraska at Omaha
Hesham Ali, University of Nebraska at Omaha
pp. 145-150
Robel Y. Kahsay, University of Delaware
Guang R. Gao, University of Delaware
Li Liao, University of Delaward
pp. 151-155
Special Session: Applications of Machine Learning in Medicine and Biology II
Rodrigo A. Vivanco, Institute for Biodiagnostics, National Research Council Canada
Aleksander Demko, Institute for Biodiagnostics, National Research Council Canada
Nick J. Pizzi, Institute for Biodiagnostics, National Research Council Canada
pp. 165-170
M. Kwiatkowska, Thompson Rivers University
A. S. Atkins, Simon Fraser University
N. T. Ayas, University of British Columbia
C. F. Ryan, University of British Columbia
pp. 171-176
Rafal Rak, University of Alberta, Canada
Lukasz Kurgan, University of Alberta, Canada
Marek Reformat, University of Alberta, Canada
pp. 177-186
Special Session: Applications of Machine Learning and Biology III
Glenn Fung, Siemens Medical Solutions
Maleeha Qazi, Siemens Medical Solutions
Sriram Krishnan, Siemens Medical Solutions
Jinbo Bi, Siemens Medical Solutions
Bharat Rao, Siemens Medical Solutions
Alan Katz, St. Francis Hospital
pp. 194-200
Helyane Bronoski Borges, PPGIA - Pontifícia Universidade Católica do Paraná (PUCPR), Brazil
Júlio Cesar Nievola, PPGIA - Pontifícia Universidade Católica do Paraná (PUCPR), Brazil
pp. 201-206
Adam E. Gaweda,, University of Louisville
Mehmet K. Muezzinoglu, University of Louisville
George R. Aronoff, University of Louisville
Alfred A. Jacobs, University of Louisville
Jacek M. Zurada, University of Louisville
Michael E. Brier, Department of Veteran Affairs, Louisville
pp. 207-214
Special Session: Applications of Machine Learning in Medicine and Biology IV
Mark Schmidt, University of Alberta
Ilya Levner, University of Alberta
Russell Greiner, University of Alberta
Albert Murtha,, Cross Cancer Institute, Canada
Aalo Bistritz, Cross Cancer Institute, Canada
pp. 215-220
Valentina Bayer Zubek, Aureon Laboratories, Inc.
David Verbel, Aureon Laboratories, Inc.
Olivier Saidi, Aureon Laboratories, Inc.
pp. 221-226
Hui Liu, University of Illinois at Chicago
Ash Kshirsagar, University of Illinois at Chicago
Craig Niederberger, University of Illinois at Chicago
pp. 227-232
Alireza Tamaddoni-Nezhad, Imperial College London
Raphael Chaleil, Imperial College London
Antonis Kakas, University of Cyprus
Stephen Muggleton, Imperial College London
pp. 233-239
I. Rezek,, University of Oxford, U.K.
S. J. Roberts, University of Oxford, U.K.
E. Siva, University of Oxford, U.K.
R. Conradt, University of Oxford, U.K.
pp. 239-246
Learning
Yasutoshi Yajima, Tokyo Institute of Technology
Takashi Hoshiba, Tokyo Institute of Technology
pp. 247-252
Filip Zelezny, Czech Technology University in Prague
pp. 259-266
Clustering
Rasika Amarasiri, Monash University, Australia
Jason Ceddia, Monash University, Australia
Damminda Alahakoon, Monash University, Australia
pp. 267-272
A. S¸ima Uyar, Istanbul Technical University, Turkey
Sule Gunduz Oguducu, Istanbul Technical University, Turkey
pp. 273-278
Ding Zhou, The Pennsylvania State University
Yang Song, The Pennsylvania State University
Hongyuan Zha, The Pennsylvania State University
Ya Zhang, The Pennsylvania State University
pp. 279-284
Ray R. Hashemi, Armstrong Atlantic State University
Mahmood Bahar, Teachers Training University, Iran
Christopher Childers, Armstrong Atlantic University
Alexander A. Tyler, University College Cork, Ireland
pp. 285-292
Text Processing
Vishwa Vinay, University College London, UK
Ingemar J. Cox, University College London, UK
Ken Wood,, Microsoft Research Ltd., UK
Natasa Milic-Frayling, Microsoft Research Ltd., UK
pp. 293-298
Coskun Bayrak, University of Arkansas at Little Rock
Hemant Joshi, University of Arkansas at Little Rock
pp. 299-304
Thammanoon Ditcharoen, Mahidol University, Thailand
Kanlaya Naruedomkul, Mahidol University, Thailand
Nick Cercone, Dalhousie University, Canada
Bundit Tipakorn, King Mongkut's University of Technology, Thailand
pp. 305-311
Catarina Silva, Polytechnic Institute of Leiria, Portugal
Bernardete Ribeiro, University of Coimbra, Portugal
Uros Lotric, University of Ljubljana, Slovenia
pp. 311-318
Evolutionary-Based Methods
Shinji Eto, Waseda University, Japan
Kotaro Hirasawa, Waseda University, Japan
Jingle Hu, Waseda University, Japan
pp. 325-330
Janaki Gopalan, University of Calgary, Canada
Erkan Korkmaz, Yeditepe University, Turkey
Reda Alhajj, Global University, Lebanon
Ken Barker, University of Calgary, Canada
pp. 331-336
Xin Li, University of Illinois at Chicago
Weimin Xiao, Physical Realization Research Center of Motorola Labs
Peter C. Nelson, University of Illinois at Chicago
pp. 337-342
Fernando Lozano, Universidad de los Andes, Columbia
Vladimir Koltchinskii, University of New Mexico
pp. 343-350
Boosting
R.M. Valdovinos, Instituto Tecnológico de Toluca, Mexico
J.S. Sánchez, Universitat Jaume I, Spain
pp. 351-356
Sang Hwa Lee, Seoul National University, South Korea
Hong Il Kim, Seoul National University, South Korea
Nam Ik Cho, Seoul National University, South Korea
Yu Han Jeong, Samsung Electronics Co.
Ki Suk Chung, Samsung Electronics Co.
Chung Sam Jun, Samsung Electronics Co.
pp. 357-362
Hong Il Kim, Seoul National University, South Korea
Sang Hwa Lee, Seoul National University, South Korea
Nam Ik Cho, Seoul National University, South Korea
pp. 363-367
Fernando Lozano, Universidad de los Andes, Columbia
Pedro Rangel, Universidad de los Andes, Columbia
pp. 368-373
Pedro Rangel, Universidad de los Andes, Columbia
Fernando Lozano, Universidad de los Andes, Columbia
Elkin García, Universidad de los Andes, Columbia
pp. 374-382
Associations Learning
Mehdi Adda, DIRO Universit´e de Montr´eal, Canada
Petko Valtchev, DIRO Universit´e de Montr´eal, Canada
Rokia Missaoui, Universit´e du Qu´ebec en Outaouais, Canada
Chabane Djeraba, LIFL - UMR, France
pp. 383-390
Xiaomeng Wang, Otto-von-Guericke-University of Magdeburg, Germany
Christian Borgelt, Otto-von-Guericke-University of Magdeburg, Germany
Rudolf Kruse, Otto-von-Guericke-University of Magdeburg, Germany
pp. 391-396
Mirko Bottcher, Intelligent Systems Research Centre, UK
Martin Spott, Intelligent Systems Research Centre, UK
Detlef Nauck, Intelligent Systems Research Centre, UK
pp. 397-403
Author Index
Author Index (PDF)
pp. 411-412
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