Advanced Lectures on Machine Learning: ML Summer Schools 2003, Canberra, Australia, February 2-14, 2003, T�bingen, Germany, August 4-16, 2003, Revised . (Lecture Notes in Computer Science, 3176)

Editor

Springer

Fecha de publicaci�n

2004

Idioma

Ingl�s

ISBN 10

3540231226

ISBN 13

9783540231226

Encuadernaci�n

Encuadernaci�n de tapa blanda

Estado

New

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Sinopsis

Machine Learning has become a key enabling technology for many engineering applications, investigating scientific questions and theoretical problems alike. To stimulate discussions and to disseminate new results, a summer school series was started in February 2002, the documentation of which is published as LNAI 2600.

This book presents revised lectures of two subsequent summer schools held in 2003 in Canberra, Australia, and in T�bingen, Germany. The tutorial lectures included are devoted to statistical learning theory, unsupervised learning, Bayesian inference, and applications in pattern recognition; they provide in-depth overviews of exciting new developments and contain a large number of references.

Graduate students, lecturers, researchers and professionals alike will find this book a useful resource in learning and teaching machine learning.

Rese�a del editor

Graduate students, lecturers, researchers and professionals alike will find this book a useful resource in learning and teaching machine learning.

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