Machine Learning: ECML 2001

Peter Flach

ISBN 10: 3540425365 / ISBN 13: 9783540425366

Verlag: Springer Berlin Heidelberg, Springer Berlin Heidelberg Aug 2001, 2001

Beschreibung

Neuware -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. 640 pp. Englisch.

Bestandsnummer des Verkäufers 9783540425366

Bibliografische Details

• Titel: Machine Learning: ECML 2001
• Verlag: Springer Berlin Heidelberg, Springer Berlin Heidelberg Aug 2001
• Erscheinungsjahr: 2001
• Sprache: Englisch
• ISBN-10: 3540425365
• ISBN-13: 9783540425366
• Einband: Taschenbuch
• Zustand: Neu
• Abmessungen: 235B x 155 H x 35 T Millimeter Breite: 235 mm, Höhe: 155 mm, Tiefe: 35 mm
• Gewicht: 955 Gramm

Über diesen Titel

Inhaltsangabe

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.