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Fourth International Conference on Machine Learning and Applications (2005)
Los Angeles, CA, USA
Dec. 15, 2005 to Dec. 17, 2005
ISBN: 0-7695-2495-8
TABLE OF CONTENTS
Preface (PDF)
pp. xi
Introduction
Preface (PDF)
pp. xi
pp. xiii
Invited Paper
Stuart H. Rubin , SPAWAR SYSTEMS CENTER
pp. 3-10
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
Roger Craig , University of Delaware
Li Liao , University of Delaware
pp. 156-164
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
Ying Liu , University of Texas at Dallas
pp. 187-193
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
Shinichi Hamano , Osaka Prefecture University, Japan
pp. 253-258
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
Aniket Mahanti , University of Calgary, Canada
Reda Alhajj, , Global University, Lebanon
pp. 404-410
Author Index
Author Index (PDF)
pp. 411-412
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