Deterministic and Statistical Methods in Machine Learning 机器学习中的确定与统计方法/论文集

出版时间：2005-11  出版社：Springer  作者：Joab Winkler  页数：339  
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内容概要

This book consitutes the refereed proceedings of the First International Workshop on Machine Learning held in Sheffield, UK, in September 2004.　　The 19 revised full papers presented were carefully reviewed and selected for inclusion in the book. They address all current issues in the rapidly maturing field of machine learning that aims to provide practical methods for data discovery, categorisation and modelling. The particular focus of the workshop was advanced research methods in machine learning and statistical signal processing.

书籍目录

Program CommitteeTrack A  Lars Arge，Duke University，USA  Giorgio Ausiello，University of Rome“La Sapienza'’，Italy  Surender Baswana．Max．Planck—Institut fiir Informatik，Saarbriicken， Germany  Hans Bodlaender，University of Utrecht，The Netherlands  Varonique Bruyere，University of Mons—Hainaut，Belgiam  Adam Buchsbaum，AT&T Labs Research，USA  Josep Diaz，Universitat Polit6cnica de Catalunya，Spain  David Eppstein，University of Irvine，USA  Andrew Goldberg，Microsoft，USA  Monika Henzinger，Google and ETH Lausanne，Switzerland  Giuseppe F．Italiano，University of Rome“Tot Vergata”，Italy(Chair)  Marios Mavronicolas，University of Cyprus，Cyprus  Peter Bro Miltersen，University of Aarhus，Denmark  Mike Paterson．University of Warwick，UK  Dominique Perrin，Universit6 de Marne la Vall6e，France  Seth Pettie．Max．Planck—Institut fiir Informatik，Saarbriicken，Germany  Yuval Rabani，Technion，Israel  Antonio Restivo，University of Palermo，Italy  Jose Rolim，University of Geneva，Switzerland  Dorothea Wagner，University of Karlsruhe，Germany  Tandy Warnow．University of’rexas at Austin，USA  Christos Zaroliagis，CTI and University of Patras，GreeceTrack B  Kenichi Asai，Ochanomizu University,Japan  Jos Baeten，Eindhoven University of Technology,The Netherlands  Peter Buneman，University of Edinburgh，UK  Zoltan Esik，University of Szeged，Hungary and Rovira University,Spain  Javier Esparza，University of Stuttgart，Germany  Marcelo Fiore．Christ’S College and University of Cambridge，UK  Manuel Hermenegildo，Universidad Polit6cnica de Madrid，Spain  Delia Kesner，Universit6 Paris VII，Prance  Kim Guldstrand Larsen，University of Aalborg，Denm3xk  Gopalan Nadathur，University of Minnesota，USA  Uwe Nestmann，EPFL，Switzerland  Catuscia Palamidessi，INRIA，France(Chair)  Amr Sabry，University of Indiana，USA  Davide Sangiorgi，Universitadi Bologna，Italy  Roberto Segala．Universit~di Verona，Italy  Harld Sondergaard，University of Melbourne，AustraliaTrack C  David Basin，ETH Zurich，Switzerland  C hristian Cachin，IBM Research，Switzerland  Alfredo De Santis，Universit~di Salerno，Italy  Cynthia Dwork．Microsoft Research，USA  Matt Franklin．U．C．Davis，USA  Micham Goodrich，U．C．Irvine，USA  Andrew D．Gordon，Microsoft Research，UK  R oberto Gorrieri，Universit~di Bologna，Italy  Yuval Ishai．Technion，Israel  Phil MacKenzie，DoCoMo Labs，USA  Tatsuaki Okamoto，NTT Labs，Japan  David Pointcheval，ENS Paris，France  Tal Rabin，IBM Research，USA  Omer Reingold．Weizmann Institute，Israel  Adi Rosen．Technion，Israel  Amit Sahai．UCLA，USA  Andre Scedrov，University of Pennsylvania，USA  Igor Shparlinski，Macquarie University，Australia  Nigel Smart．University of Bristol，UK  Moti Yung，columbia University and RSA Laboratories，USA(Chair)Organizing Committee  Lugs Caires，Conference Co—chair  Luis Moneiro，Conference Co—chair  Ant6nio Ravara，Workshops Co—chair  VasCO Vasconcelos，Workshops Co—chair  Margarida Mamede  Joae Costa Seco  Jose Pacheco