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Advanced Lectures on Machine Learning

Name: Advanced Lectures on Machine Learning
Brand: Springer, Berlin
SKU: 01556160
Price: 17933 HUF
Availability: InStock
Author: Shahar Mendelson
ISBN: 9783540005292

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

Shahar Mendelson

Alexander J. Smola

Language

English

Book Paperback

Libristo code: 01556160

Publishers Springer, Berlin, November 2006

This book presents revised reviewed versions of lectures given during the Machine Learning Summer Sc... Full description

Libristo code: 01556160

122 b

17 933 Ft

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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.