- Naoki Abe
+ Myriam Abramson
- David W. Aha
- Kamal M. Ali
+ Eric Allender
+ Dana Angluin
- Chidanand Apte
- Minoru Asada
+ Lars Asker
+ Javed Aslam
+ Haralabos Athanassiou
+ Jose L. Balcazar
+ Timothy P. Barber
+ Michael W. Barley
+ Cristina Baroglio
- Peter Bartlett
+ Eric Baum
+ Welton Becket
+ Shai Ben-David
- George Berg
+ Neil Berkman
- Malini Bhandaru
- Bir Bhanu
+ Reinhard Blasig
+ Avrim Blum
+ Anselm Blumer
+ Justin Boyan
+ Carla E. Brodley
- Nader Bshouty
- Wray Buntine
- Andrey Burago
+ Tom Bylander
- Bill Byrne
+ Claire Cardie
- Richard A. Caruana
- John Case
- Jason Catlett
- Nicolo Cesa-Bianchi
+ Philip Chan
- Mark Changizi
+ Pang-Chieh Chen
+ Zhixiang Chen
- Wan P. Chiang
+ Steve A. Chien
- Jeffery Clouse
+ William Cohen
- David Cohn
+ Clare Bates Congdon
- Antoine Cornuejols
+ Mark W. Craven
+ Robert P. Daley
+ Lindley Darden
+ Chris Darken
- Bhaskar Dasgupta
+ Brian D. Davidson
- Michael de la Maza
+ Olivier De Vel
+ Scott E. Decatur
- Gerald F. DeJong
- Kan Deng
- Thomas G. Dietterich
+ Michael J. Donahue
+ George A. Drastal
+ Harris Drucker
- Chris Drummond
+ Hal Duncan
+ Thomas Ellman
+ Tapio Elomaa
+ Susan L. Epstein
- Bob Evans
- Claudio Facchinetti
- Tom Fawcett
+ Usama Fayyad
+ Aaron Feigelson
+ Nicolas Fiechter
+ David Finton
+ John Fischer
+ Paul Fischer
- Seth Flanders
+ Lance Fortnow
+ Ameur Foued
+ Judy A. Franklin
- Yoav Freund
- Johannes Furnkranz
- Merrick L. Furst
+ Jean Gabriel Ganascia
- William Gasarch
- Ricard Gavalda
+ Melinda T. Gervasio
+ Yolanda Gil
+ David Gillman
- Attilio Giordana
- Kate Goelz
- Paul W. Goldberg
+ Sally Goldman
+ Diana Gordon
+ Geoffrey Gordon
- Jonathan Gratch
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+ Russell Greiner
+ Marko Grobelnik
+ Tal Grossman
+ Margo Guertin
- Tom Hancock
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+ David Haussler
+ Matthias Heger
+ Lisa Hellerstein
- David Helmbold
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- Haym Hirsh
+ Jonathan Hodgson
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- Jiarong Hong
- Chun-Nan Hsu
- Kazushi Ikeda
- Masayuki Inaba
+ Drago Indjic
- Nitin Indurkhya
+ Jeff Jackson
+ Sanjay Jain
- Wolfgang Janko
- Klaus P. Jantke
- Nathalie Japkowicz
- George H. John
+ Randolph Jones
+ Michael I. Jordan
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+ Bala Kalyanasundaram
+ Thomas E. Kammeyer
+ Grigoris Karakoulas
- Michael Kearns
+ Neela Khan
+ Roni Khardon
+ Dennis F. Kibler
- Jorg-Uwe Kietz
+ Efim Kinber
+ Jyrki Kivinen
- Emanuel Knill
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+ Pascal Koiran
+ Moshe Koppel
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+ Martinch Krikis
+ Martin Kummer
- Eyal Kushilevitz
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+ Wai Lam
- Ken Lang
- Steffen Lange
+ Pat Langley
+ Mary Soon Lee
+ Wee Sun Lee
- Moshe Leshno
+ Long-Ji Lin
- Charles X. Ling
+ Michael Littman
- David Loewenstern
- Phil Long
- Wolfgang Maass
- Bruce A. MacDonald
+ Rich Maclin
+ Sridhar Mahadevan
+ J. Jeffrey Mahoney
+ Yishay Mansour
- Mario Marchand
- Shaul Markovitch
+ Oded Maron
+ Maja Mataric
+ David Mathias
- Toshiyasu Matsushima
+ Stan Matwin
+ Eddy Mayoraz
+ R. Andrew McCallum
- L. Thorne McCarty
+ Alexander M. Meystel
+ Michael A. meystel
+ Steven Minton
- Nina Mishra
- Tom M. Mitchell
+ Dunja Mladenic
- David Montgomery
- Andrew W. Moore
+ Johanne Morin
- Hiroshi Motoda
+ Stephen Muggleton
- Patrick M. Murphy
- Sreerama K. Murthy
- Filippo Neri
- Craig Nevill-Manning
- Andrew Y. Ng
+ Nikolay Nikolaev
+ Steven W. Norton
+ Joseph O'Sullivan
+ Dan Oblinger
+ Jong-Hoon Oh
- Arlindo Oliveira
- David W. Opitz
- Sandra Panizza
+ Barak A. Pearlmutter
- Ed Pednault
- Jing Peng
- Fernando Pereira
+ Aurora Perez
+ Bernhard Pfahringer
- David Pierce
- Krishnan Pillaipakkamnatt
- Roberto Piola
- Leonard Pitt
- Lorien Y. Pratt
+ Armand Prieditis
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+ J. Ross Quinlan
+ John Rachlin
+ Vijay Raghavan
+ R. Bharat Rao
+ Priscilla Rasmussen
- Joel Ratsaby
- Michael Redmond
- Patricia J. Riddle
+ Lance Riley
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- Huw Roberts
+ Dana Ron
+ Robert S. Roos
- Justinian Rosca
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- Dan Roth
+ James S. Royer
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+ Yoshifumi Sakai
+ William Sakas
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+ Glenn Silverstein
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+ Kimmen Sjolander
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+ Donna Slonim
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+ Sonya Snedecor
+ Von-Wun Soo
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+ Mark Staley
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- Hiroshi Tanaka
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+ Brian Tester
+ Chen K. Tham
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+ Lyle H. Ungar
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- Gary Weiss
- Sholom Weiss
+ Thomas Wengerek
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+ Alma Whitten
+ Robert Williamson
+ Janusz Wnek
- Kenji Yamanishi
- Takefumi Yamazaki
- Holly Yanco
- John M. Zelle
- Thomas Zeugmann
+ Jean-Daniel Zucker
+ Darko Zupanic