Machine Learning: ECML 2001

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

• Author(s): Luc de Raedt, Peter Flach,
• Publisher: Springer Science & Business Media
• Pages: 618
• ISBN_10: 3540425365
  ISBN_13: 9783540425366
  
• Language: en
• Categories: Computers / Artificial Intelligence / General , Computers / Intelligence (AI) & Semantics , Computers / Computer Science , Computers / Information Technology , Computers / Machine Theory , Computers / Programming / General , Computers / Software Development & Engineering / General , Computers / Programming / Algorithms , Computers / Data Science / Machine Learning , Mathematics / Discrete Mathematics , Mathematics / Logic ,

Description:... 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.