Machine Learning: ECML 2002 [electronic resource] : 13th European Conference on Machine Learning Helsinki, Finland, August 19–23, 2002 Proceedings /

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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Bibliographic Details
Main Authors: Elomaa, Tapio. editor., Mannila, Heikki. editor., Toivonen, Hannu. editor., SpringerLink (Online service)
Format: Texto biblioteca
Language:eng
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2002
Subjects:Computer science., Algorithms., Mathematical logic., Artificial intelligence., Computer Science., Artificial Intelligence (incl. Robotics)., Algorithm Analysis and Problem Complexity., Mathematical Logic and Formal Languages.,
Online Access:http://dx.doi.org/10.1007/3-540-36755-1
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