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

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Advanced Lectures on Machine Learning : Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures / edited by Shahar Mendelson, Alexander J. Smola

版:

1st ed. 2003

資料種別:

電子ブック

形態:

X, 266 p.

シリーズ名:

Lecture Notes in Computer Science ; 2600

著者名:

ISBN:

9783540364344 [354036434X]
9783540005292 [3540005293]
9783662180853 [3662180855]

書誌ID:

EB00004117

子書誌情報

フルテキスト

所蔵情報

書誌詳細

注記:

Machine Learning has become a key enabling technology for many engineering applications and theoretical problems alike. To further discussions and to dis- minate new results, a Summer School was held on February 11–22, 2002 at the Australian National University. The current book contains a collection of the main talks held during those two weeks in February, presented as tutorial chapters on topics such as Boosting, Data Mining, Kernel Methods, Logic, Reinforcement Learning, and Statistical Learning Theory. The papers provide an in-depth overview of these exciting new areas, contain a large set of references, and thereby provide the interested reader with further information to start or to pursue his own research in these directions. Complementary to the book, a recorded video of the presentations during the Summer School can be obtained at http://mlg. anu. edu. au/summer2002 It is our hope that graduate students, lecturers, and researchers alike will ?nd this book useful in learning and teaching Machine Lear

主題:

Algorithms; Artificial Intelligence; Humanities and Social Sciences; Theory of Computation

目次情報:

東工大ブックレビュー

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