Machine Learning: ECML 2002 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002. Proceedings /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Elomaa, Tapio (Editor, http://id.loc.gov/vocabulary/relators/edt), Mannila, Heikki (Editor, http://id.loc.gov/vocabulary/relators/edt), Toivonen, Hannu (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2002.
• Edition: 1st ed. 2002.
• Series: Lecture Notes in Artificial Intelligence ; 2430
• Subjects: Artificial intelligence.; Algorithms.; Mathematical logic.; Artificial Intelligence.; Algorithm Analysis and Problem Complexity.; Mathematical Logic and Formal Languages.
• Physical Description: XIV, 538 p. online resource.
• ISBN: 9783540367550
• DOI: 10.1007/3-540-36755-1

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.