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Koji Tsuda Demetri Terzopoulos Marti A Hearst Todd R Golub Foster Provost Daniel Jurafsky Gregory Piatetskyshapiro Nikhil R Pal Richard C Dubes Michael L Littman Chris Bishop John C Platt Usama Fayyad S S Keerthi Vladimir Vapnik Jiawei Han Vasant Honavar Jian Pei David J Kriegman J J Hopfield Weiying Ma Benjamin Blankertz David L Donoho David Haussler Shimon Ullman Mohammed J Zaki Eric S Lander Marcel Worring Christopher D Manning Shunichi Amari Narendra Ahuja Yair Weiss Mark Craven Shuicheng Yan Arthur P Dempster Martin Ester David T Jones Tom M Mitchell Andrew W Moore Douglas Fisher Catherine A Ball Eric P Xing Lawrence O Hall Alex Waibel Huan Liu Burkhard Rost Christopher J Merz Stephen Muggleton Corinna Cortes Nan M Laird Peter L Bartlett James Allen Hongjiang Zhang Thomas L Griffiths Raymond T Ng Jon Kleinberg Eibe Frank Michelle Gaasenbeek Peter Clark Gunnar Ratsch Peter D Turney Michael Kearns Vin De Silva Hanspeter Kriegel Hang Li Joel E Richardson Shree K Nayar Isabelle Guyon Jose C Principe Robert E Schapire B S Manjunath Peer Bork Pat Langley Lei Xu Soren Brunak C J Taylor Samuel Kaski Amos Bairoch Steven W Zucker Christopher J C Burges Kalyanmoy Deb Haim Sompolinsky Robert A Jacobs Tomaso Poggio Steven L Salzberg David J C Mackay Johan A K Suykens Thomas Hofmann Andrew Zisserman David E Goldberg David M Blei Vipin Kumar Larry S Davis Michael Pazzani Gerald Tesauro Azriel Rosenfeld Bernhard Scholkopf Michael B Eisen Shihfu Chang Lotfi A Zadeh Ronald L Rivest Rakesh Agrawal Saso D�eroski Jitendra Malik Richard S Sutton Stuart Russell Edward R Dougherty Andrew Y Ng Olivier Bousquet Teuvo Kohonen Tommi S Jaakkola Klausrobert Muller Dana Angluin Sally A Goldman Claire Cardie Nick Littlestone Lise Getoor Hilary A Coller Jianbo Shi Yiming Yang Trevor Hastie Zhihua Zhou Christos Faloutsos Peter Reutemann Gail A Carpenter Fernando Pereira Isabelle Guyon Jaime G Carbonell Shunichi Amari Suzanna E Lewis Robert Tibshirani Michael J Jones Stephane Mallat Geoffrey Holmes Ian H Witten Jeffrey D Ullman H Sebastian Seung Kurt Hornik Horst Bunke John Riedl Serge Belongie Salvatore J Stolfo Janet M Thornton Janan T Eppig Andrew Zisserman Catherine Blake Leon Bottou Naftali Tishby Donald Geman Chihjen Lin Peter E Hart Christopher K I Williams George Karypis David Maxwell Chickering Matti Pietikainen Olivier Chapelle Ivan Bratko Richard M Karp David E Rumelhart Samy Bengio Martin Ringwald Olivier Faugeras Trevor Hastie Michael E Tipping Cyrus Chothia Wee Sun Lee Aapo Hyvarinen Martial Hebert Donna K Slonim Hiroshi Motoda Yoav Freund Heikki Mannila Mark Gerstein Zoubin Ghahramani Tom Fawcett Michael J E Sternberg Peter A Flach Jill P Mesirov Massimiliano Pontil Lawrence K Saul Pedro Domingos Robert M Haralick Hector Garciamolina Manuela M Veloso Daniel S Weld Igor Kononenko Hannu Toivonen Sankar K Pal Minghsuan Yang Thomas K Landauer Robert P W Duin Kevin W Bowyer Tim Niblett Jyrki Kivinen William Stafford Noble Didier Dubois James C Bezdek Rakesh Agrawal Federico Girosi Hinrich Schutze Yann Lecun Bradley Efron C Lee Giles David Cohn Ludmila I Kuncheva Jianchang Mao Susan T Dumais Henry Kautz Ronald R Yager Kristin P Bennett Andrew Mccallum Mikhail A Belkin P J Phillips Tong Zhang Mark A Hall Bart De Moor Janyce Wiebe Gerald M Rubin Tomaso Poggio Paul E Utgoff Michael R Lyu Paul Viola Rudy Setiono Dorin Comaniciu Chris Ding Takeo Kanade Philip S Yu Raymond J Mooney Daniel A Keim John Langford Nitesh V Chawla Ronald J Williams Koby Crammer Paolo Frasconi Avrim Blum Bernt Schiele Xindong Wu L R Rabiner David J Hand Robert C Williamson Martin V Butz Jean Ponce David Haussler Stuart Geman Paul T Spellman Chihchung Chang Stephen Grossberg Gabor Lugosi Michael I Jordan Ralf Herbrich Bill Triggs John R Anderson Antonio Torralba Andrzej Skowron Radford M Neal John Shawetaylor J Michael Cherry Peter Stone Inderjit S Dhillon Rama Chellappa Ross D King Krystian Mikolajczyk Prabhakar Raghavan Peter N Belhumeur Geoffrey E Hinton Raghu Ramakrishnan David W Tank Pietro Perona Eamonn Keogh Ryszard S Michalski Raghu Krishnapuram Robert E Schapire James M Keller John C Matese Bernhard Pfahringer Yishay Mansour Cordelia Schmid Alan Yuille Trevor Darrell John Lafferty Xiaojin Zhu Erkki Oja Nir Friedman Sam Roweis Rajeev Motwani Stephen F Altschul Arnold W M Smeulders Edward M Marcotte Manfred K Warmuth Joachim M Buhmann Anil K Jain David Eisenberg Daphne Koller Wenke Lee Partha Niyogi Gert Pfurtscheller O L Mangasarian Yoram Singer Kyuseok Shim Sebastian Mika Rosalind W Picard Leo Breiman Padhraic Smyth David Heckerman Michael Ashburner Jude Shavlik Andrew Witkin John R Smith Joshua B Tenenbaum Hongyuan Zha Christine Huard Yoshua Bengio Richard A Harshman Andre Elisseeff Xiaofei He M R Schroeder David W Aha Luc De Raedt Carl Edward Rasmussen David Zhang Daniel P Huttenlocher Jan O Pedersen Bing Liu Yoram Singer Ramakrishnan Srikant Kara Dolinski Daphne Koller Chris Watkins Maxwell B Stinchcombe Alexander J Smola Arun N Swami Stewart W Wilson Selina S Dwight Edward H Adelson Tim Hubbard Andrzej Ehrenfeucht J S Denker Ben Taskar Pablo Tamayo Josef Kittler Rich Caruana Carla E Brodley Rolf Apweiler Robert Tibshirani Nello Cristianini Witold Pedrycz Chengxiang Zhai Susan T Dumais Joseph A Konstan Dayne Freitag Nicolo Cesabianchi Kamal Nigam Thore Graepel Charu C Aggarwal Jerome H Friedman Herbert A Simon Micheline Kamber Leonard Pitt Mehran Sahami David J Lipman Andrzej Cichocki Henri Prade Terrence J Sejnowski Patrick O Brown Ching Y Suen Manfred K Warmuth Joos Vandewalle J Z Wang Andrew Blake Peter Meer Thomas P Minka Niels Birbaumer Bernhard E Boser Zdzislaw Pawlak John Shawetaylor George Furnas Huan Liu David D Lewis Ron Kohavi David P Hill Simon Kasif Gavin Sherlock David Botstein Thorsten Joachims Thomas L Madden William T Freeman Alex Pentland T F Cootes David Forsyth Thomas S Huang Michael A Caligiuri Rakesh Agrawal Jason Weston Rong Jin Moises Goldszmidt John H Holland Satinder Singh Xin Yao Richard O Duda Leslie Pack Kaelbling Halbert White Steven E Brenner Harris Drucker William W Cohen Andrew G Barto Sebastian Thrun Clara D Bloomfield Oren Etzioni Judith A Blake Patrick J Flynn Stan Z Li Qiang Yang Jennifer Widom Thomas G Dietterich Sergey Brin George John W Bruce Croft Ramesh Jain M Albert