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Advanced Lectures on Machine Learning: Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures (Lecture Notes in Computer Science) [Paperback]

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Item description for Advanced Lectures on Machine Learning: Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures (Lecture Notes in Computer Science) by S. Mendelson, Alexander J. Smola, Ann Keepler, Janelle Durham, April Bolding, Honey Naylor, Becky Freeman & B. Teissier...

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.

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Item Specifications...


Pages   268
Est. Packaging Dimensions:   Length: 0.75" Width: 6" Height: 9.5"
Weight:   0.9 lbs.
Binding  Softcover
Release Date   Apr 1, 2003
Publisher   Springer
ISBN  3540005293  
ISBN13  9783540005292  


Availability  131 units.
Availability accurate as of Mar 25, 2017 05:54.
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More About S. Mendelson, Alexander J. Smola, Ann Keepler, Janelle Durham, April Bolding, Honey Naylor, Becky Freeman & B. Teissier


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12Books > Subjects > Professional & Technical > Engineering > Computer Technology > Robotics & Automation
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