Machine Learning: ECML 2001 12th European Conference on Machine Learning, Freiburg, Germany, September 5-7, 2001. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Raedt, Luc de (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Flach, Peter (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2001.
• Έκδοση: 1st ed. 2001.
• Σειρά: Lecture Notes in Artificial Intelligence ; 2167
• Θέματα: Artificial intelligence.; Computer programming.; Algorithms.; Mathematical logic.; Artificial Intelligence.; Programming Techniques.; Algorithm Analysis and Problem Complexity.; Mathematical Logic and Formal Languages.
• Φυσική περιγραφή: XVII, 620 p. online resource.
• ISBN: 9783540447955
• DOI: 10.1007/3-540-44795-4

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.