ENGLISH

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

By Heikki Mannila , Tapio Elomaa , Bikramjit Banerjee , Jing Peng (auth.) , Hannu Toivonen (eds.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2002
ISBN
3540440364, 9783540440369
DOI
10.1007/3-540-36755-1
Open Library ID
OL12775295M
Language
english
Format
PDF
Filesize
8 MB (7963054 bytes)
Series
Lecture Notes in Computer Science 2430 : Lecture Notes in Artificial Intelligence
Edition
1
Pages
538\547
Topic
Education
Library
Kolxo3
Time added
2011-01-23 12:00:00
Artificial Intelligence (incl. Robotics); Algorith

Description

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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