Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4212)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Conference series link(s): ECML: European Conference on Machine Learning
Conference proceedings info: ECML 2006.
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Table of contents (87 papers)
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Front Matter
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Long Papers
Keywords
Reviews
From the reviews:
"In this book, we find many ways of representing machine learning from different fields, including active learning, algorithmic learning, case-based learning, classifier systems, clustering algorithms, decision-tree learning, inductive inference, kernel methods, knowledge discovery, multiple-instance learning, reinforcement learning, statistical learning, and support vector machines. Most of the current issues in machine learning research are discussed. … I strongly recommend this book for all researchers interested in the very best of machine learning studies." (Agliberto Cierco, ACM Computing Reviews, Vol. 49 (5), 2008)
Editors and Affiliations
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Knowledge Engineering Group, Technische Universität Darmstadt,
Johannes Fürnkranz
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Max Planck Institute for Computer Science, Saarbrücken, Germany
Tobias Scheffer
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Faculty of Computer Science, Otto-von-Guericke-University Magdeburg, Germany
Myra Spiliopoulou
Bibliographic Information
Book Title: Machine Learning: ECML 2006
Book Subtitle: 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings
Editors: Johannes Fürnkranz, Tobias Scheffer, Myra Spiliopoulou
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/11871842
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2006
Softcover ISBN: 978-3-540-45375-8Published: 19 September 2006
eBook ISBN: 978-3-540-46056-5Published: 21 September 2006
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXIII, 851
Topics: Artificial Intelligence, Algorithm Analysis and Problem Complexity, Mathematical Logic and Formal Languages, Database Management