Lecture Notes in Computer Science: 12th European Conference on Machine Learning, Freiburg, Germany, September 5-7, 2001. Proceedings

Raedt, Luc de; Flach, Peter

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.

Details

Published by: Springer

Publication Date: 2001-08-23

Format: Paperback

ISBN-13: 9783540425366

DOI: 10.1007/3-540-44795-4

Dimensions: 233cm x155cm

Pages: 620