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Machine Learning and Applications, Fourth International Conference on (2006)
Orlando, Florida
Dec. 14, 2006 to Dec. 16, 2006
ISBN: 0-7695-2735-3
TABLE OF CONTENTS
Introduction
Preface (PDF)
pp. ix
Session 1: Inductive and Machine Learning Classifiers
Siril Yella , Dalarna University, Sweden; Napier University, Scotland
Naren Gupta , Napier University, Scotland
Mark Dougherty , Dalarna University, Sweden
pp. 3-9
Joao Henrique Burckas Ribeiro , Universidade de Sao Paulo, Brazil
Ronaldo Fumio Hashimoto , Universidade de Sao Paulo, Brazil
pp. 10-16
Sergiy Fefilatyev , University of South Florida, USA
Volha Smarodzinava , University of South Florida, USA
Lawrence O. Hall , University of South Florida, USA
Dmitry B. Goldgof , University of South Florida, USA
pp. 17-21
Ulf Johansson , University of Boras, Sweden
Tuve Lofstrom , University of Boras, Sweden; University of Skovde, Sweden
Rikard Konig , University of Boras, Sweden; University of Skovde, Sweden
Cecilia Sonstrod , University of Boras, Sweden
Lars Niklasson , University of Skovde, Sweden
pp. 22-27
Zengchang Qin , University of California, Berkeley, USA
pp. 34-42
Session 2: Learning
Sylvain Halle , Universite du Quebec a Montreal, Canada
pp. 43-47
Cristina Boicu , George Mason University, USA
Gheorghe Tecuci , George Mason University, USA
Mihai Boicu , George Mason University, USA
pp. 48-54
Javed Aslam , Northeastern University, USA
Sergey Bratus , Dartmouth College, USA
Virgil Pavlu , Northeastern University, USA
pp. 55-62
Abdelhamid Bouchachia , University of Klagenfurt, Austria
pp. 63-68
Zengchang Qin , University of California, Berkeley, USA
pp. 69-76
Session 3: Support Vector Machines
Raquel A. Romano , Lawrence Berkeley National Laboratory, USA
Cecilia R. Aragon , Lawrence Berkeley National Laboratory, USA
Chris Ding , Lawrence Berkeley National Laboratory, USA
pp. 77-82
Lifeng Wang , The University of Minnesota, USA
Xiaotong Shen , The University of Minnesota, USA
Yuan F. Zheng , The Ohio State University, USA
pp. 83-88
Catarina Silva , Polytechnic Institute of Leiria, Portugal; University of Coimbra, Portugal
Bernardete Ribeiro , University of Coimbra, Portugal
pp. 89-94
Thomas Burger , France Telecom R&D, France
Oya Aran , Bogazici University, Turkey
Alice Caplier , INPG-LIS, France
pp. 95-100
Session 4: Applications
Costin Barbu , Naval Research Laboratory, USA
Maura Lohrenz , Naval Research Laboratory, USA
Geary Layne , Naval Research Laboratory, USA
pp. 109-116
Iman Shames , Shiraz University, Iran
Nima Najmaei , Shiraz University, Iran
Mohammad Zamani , Shiraz University, Iran
A.A. Safavi , Shiraz University, Iran
pp. 117-122
Alexander Brodsky , George Mason University, USA
Carlotta Domeniconi , George Mason University, USA
David Etter , George Mason University, USA
pp. 123-128
Ulf Johansson , University of Boras, Sweden
Cecilia Sonstrod , University of Boras, Sweden
Lars Niklasson , University of Skovde, Sweden
pp. 129-134
Jason Van Hulse , Florida Atlantic University, USA
Taghi M. Khoshgoftaar , Florida Atlantic University, USA
Chris Seiffert , Florida Atlantic University, USA
pp. 135-142
Huaiguo Fu , Waterford Institute of Technology, Ireland
pp. 143-148
Seref Sagiroglu , Gazi University, Turkiye
Nihat Yilmaz , Selcuk University, Turkiye
M. Arif Wani , California State University at Bakersfield, USA
pp. 149-156
Session 5: Applications in Medicine, Bioinformatics, and Computational Biology
Yi Cao , National University of Singapore, Singapore
Kim Leng Poh , National University of Singapore, Singapore
pp. 157-161
Sung-Soo Kim , Chungbuk N Univ., Korea
Chan-Hee Lee , Chungbuk N Univ., Korea
Keon Myung Lee , Chungbuk N Univ., Korea
Sung-Duk Lee , Chungbuk N Univ., Korea
pp. 162-167
Elena Marchiori , Vrije Universiteit Amsterdam, The Netherlands
Walter Pirovano , Vrije Universiteit Amsterdam, The Netherlands
Jaap Heringa , Vrije Universiteit Amsterdam, The Netherlands
K. Anton Feenstra , Vrije Universiteit Amsterdam, The Netherlands
pp. 168-173
Xin C. Anders , the University of Alabama at Birmingham, USA
Chengcui Zhang , the University of Alabama at Birmingham, USA
Hong Yuan , Duke University
pp. 174-179
Lukasz A. Kurgan , University of Alberta, Canada
Mandana Rahbari , University of Alberta, Canada
Leila Homaeian , University of Alberta, Canada
pp. 180-186
Tae-Hoon Chung , Translational Genomics Research Institute, USA
Marcel Brun , Translational Genomics Research Institute, USA
Seungchan Kim , Translational Genomics Research Institute, USA; Arizona State University, USA
pp. 187-192
Ramasubbu Venkatesh , Celera Diagnostics, USA
Charles Rowland , Celera Diagnostics, USA
Hongjin Huang , Celera Diagnostics, USA
Olivia T. Abar , Celera Diagnostics, USA
John Sninsky , Celera Diagnostics, USA
pp. 193-198
Tapan Patel , University of Delaware, USA
Manoj Pillay , University of Delaware, USA
Rahul Jawa , University of Delaware, USA
Li Liao , University of Delaware, USA
pp. 205-212
Session 6: Evolutionary Methods and Neural Networks
Remi Gaudin , Universite Lumiere, France
Nicolas Nicoloyannis , Universite Lumiere, France
pp. 213-218
Xin Li , University of Illinois at Chicago, USA
Chi Zhou , Motorola Labs, USA
Weimin Xiao , Motorola Labs, USA
Peter C. Nelson , University of Illinois at Chicago, USA
pp. 219-224
Nigar Sen Koktas , METU, Turkey
Nese Yalabik , METU, Turkey
Gunes Yavuzer , AU Medical School, Turkey
pp. 225-230
Necla Ozkaya , Erciyes University, Turkey
Seref Sagiroglu , Gazi University, Turkey
Arif Wani , California State University at Bakersfield, USA
pp. 231-238
Session 7: Feature Extraction, Selection and Clustering
Shawn Martin , Sandia National Laboratories, USA
pp. 239-244
Sampath Deegalla , Stockholm University and Royal Institute of Technology, Sweden
Henrik Bostrom , Stockholm University and Royal Institute of Technology, Sweden
pp. 245-250
B.Q. Huang , University College Dublin, Ireland
M-T. Kechadi , University College Dublin, Ireland
pp. 251-257
Joel W. Reed , Oak Ridge National Laboratory, USA
Yu Jiao , Oak Ridge National Laboratory, USA
Thomas E. Potok , Oak Ridge National Laboratory, USA
Brian A. Klump , Oak Ridge National Laboratory, USA
Mark T. Elmore , Oak Ridge National Laboratory, USA
Ali R. Hurson , The Pennsylvania State University, USA
pp. 258-263
Ming Zhong , University of Rochster
Tong Sun , Xerox Research Center
pp. 264-269
Kristine Daniels , Brigham Young University, USA
Christophe Giraud-Carrier , Brigham Young University, USA
pp. 270-278
Session 8: Text and Multimedia Learning
Chengliang Zhang , University of Rochester, USA
Shenghuo Zhu , NEC Laboratories America, Inc., USA
Yihong Gong , NEC Laboratories America, Inc., USA
pp. 285-295
Qi Li , Western Kentucky University, USA
Chandra Kambhamettu , University of Delaware, USA
pp. 296-301
Author Index
Author Index (PDF)
pp. 302-303
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