Machine Learning: ECML 2004

Machine Learning: ECML 2004 PDF

Author: Jean-Francois Boulicaut

Publisher: Springer Science & Business Media

Published: 2004-09-07

Total Pages: 597

ISBN-13: 3540231056

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This book constitutes the refereed proceedings of the 15th European Conference on Machine Learning, ECML 2004, held in Pisa, Italy, in September 2004, jointly with PKDD 2004. The 45 revised full papers and 6 revised short papers presented together with abstracts of 5 invited talks were carefully reviewed and selected from 280 papers submitted to ECML and 107 papers submitted to both, ECML and PKDD. The papers present a wealth of new results in the area and address all current issues in machine learning.

Machine Learning: ECML 2001

Machine Learning: ECML 2001 PDF

Author: Luc de Raedt

Publisher: Springer Science & Business Media

Published: 2001-08-23

Total Pages: 635

ISBN-13: 3540425365

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This book constitutes the refereed proceedings of the 12th European Conference on Machine Learning, ECML 2001, held in Freiburg, Germany, in September 2001. The 50 revised full papers presented together with four invited contributions were carefully reviewed and selected from a total of 140 submissions. Among the topics covered are classifier systems, naive-Bayes classification, rule learning, decision tree-based classification, Web mining, equation discovery, inductive logic programming, text categorization, agent learning, backpropagation, reinforcement learning, sequence prediction, sequential decisions, classification learning, sampling, and semi-supervised learning.

Machine Learning: ECML 2006

Machine Learning: ECML 2006 PDF

Author: Johannes Fürnkranz

Publisher: Springer Science & Business Media

Published: 2006-09-19

Total Pages: 873

ISBN-13: 354045375X

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This book constitutes the refereed proceedings of the 17th European Conference on Machine Learning, ECML 2006, held, jointly with PKDD 2006. The book presents 46 revised full papers and 36 revised short papers together with abstracts of 5 invited talks, carefully reviewed and selected from 564 papers submitted. The papers present a wealth of new results in the area and address all current issues in machine learning.

Machine Learning: ECML 2005

Machine Learning: ECML 2005 PDF

Author: João Gama

Publisher: Springer Science & Business Media

Published: 2005-09-22

Total Pages: 784

ISBN-13: 3540292438

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This book constitutes the refereed proceedings of the 16th European Conference on Machine Learning, ECML 2005, jointly held with PKDD 2005 in Porto, Portugal, in October 2005. The 40 revised full papers and 32 revised short papers presented together with abstracts of 6 invited talks were carefully reviewed and selected from 335 papers submitted to ECML and 30 papers submitted to both, ECML and PKDD. The papers present a wealth of new results in the area and address all current issues in machine learning.

Machine Learning: ECML 2007

Machine Learning: ECML 2007 PDF

Author: Joost N. Kok

Publisher: Springer

Published: 2007-09-08

Total Pages: 812

ISBN-13: 3540749586

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This book constitutes the refereed proceedings of the 18th European Conference on Machine Learning, ECML 2007, held in Warsaw, Poland, September 2007, jointly with PKDD 2007. The 41 revised full papers and 37 revised short papers presented together with abstracts of four invited talks were carefully reviewed and selected from 592 abstracts submitted to both, ECML and PKDD. The papers present a wealth of new results in the area and address all current issues in machine learning.

Machine Learning: ECML 2006

Machine Learning: ECML 2006 PDF

Author: Johannes Fürnkranz

Publisher: Springer

Published: 2006-09-21

Total Pages: 873

ISBN-13: 354046056X

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This book constitutes the refereed proceedings of the 17th European Conference on Machine Learning, ECML 2006, held, jointly with PKDD 2006. The book presents 46 revised full papers and 36 revised short papers together with abstracts of 5 invited talks, carefully reviewed and selected from 564 papers submitted. The papers present a wealth of new results in the area and address all current issues in machine learning.

Machine Learning: ECML 2003

Machine Learning: ECML 2003 PDF

Author: Nada Lavrač

Publisher: Springer Science & Business Media

Published: 2003-09-12

Total Pages: 521

ISBN-13: 3540201211

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This book constitutes the refereed proceedings of the 14th European Conference on Machine Learning, ECML 2003, held in Cavtat-Dubrovnik, Croatia in September 2003 in conjunction with PKDD 2003. The 40 revised full papers presented together with 4 invited contributions were carefully reviewed and, together with another 40 ones for PKDD 2003, selected from a total of 332 submissions. The papers address all current issues in machine learning including support vector machine, inductive inference, feature selection algorithms, reinforcement learning, preference learning, probabilistic grammatical inference, decision tree learning, clustering, classification, agent learning, Markov networks, boosting, statistical parsing, Bayesian learning, supervised learning, and multi-instance learning.

Machine Learning: ECML 2002

Machine Learning: ECML 2002 PDF

Author: Tapio Elomaa

Publisher: Springer

Published: 2002-08-05

Total Pages: 538

ISBN-13: 9783540440369

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This book constitutes the refereed preceedings of the 13th European Conference on Machine Learning, ECML 2002, held in Helsinki, Finland in August 2002. The 41 revised full papers presented together with 4 invited contributions were carefully reviewed and selected from numerous submissions. Among the topics covered are computational discovery, search strategies, Classification, support vector machines, kernel methods, rule induction, linear learning, decision tree learning, boosting, collaborative learning, statistical learning, clustering, instance-based learning, reinforcement learning, multiagent learning, multirelational learning, Markov decision processes, active learning, etc.

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