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Advanced Lectures on Machine Learning
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Advanced Lectures on Machine Learning

Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures
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Description

This book presents revised reviewed versions of lectures given during the Machine Learning Summer School held in Canberra, Australia, in February 2002. The lectures address the following key topics in algorithmic learning: statistical learning theory, kernel methods, boosting, reinforcement learning, theory learning, association rule learning, and learning linear classifier systems. Thus, the book is well balanced between classical topics and new approaches in machine learning. Advanced students and lecturers will find this book a coherent in-depth overview of this exciting area, while researchers will use this book as a valuable source of reference.
Release date Australia
January 31st, 2003
Audiences
  • Professional & Vocational
  • Tertiary Education (US: College)
Contributors
  • Edited by Alexander J. Smola
  • Edited by Shahar Mendelson
Illustrations
X, 266 p.
Pages
266
Dimensions
156x234x14
ISBN-13
9783540005292
Product ID
2494709

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