Umfang:
Online-Ressource (IX, 241 p. Also available online)
,
digital
Ausgabe:
Springer eBook Collection. Computer Science
ISBN:
9783540286509
Serie:
Lecture Notes in Computer Science 3176
Inhalt:
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 Tübingen, 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
Weitere Ausg.:
ISBN 9783540231226
Weitere Ausg.:
Erscheint auch als Druck-Ausgabe Advanced lectures on machine learning Berlin : Springer, 2004 ISBN 3540231226
Sprache:
Englisch
Fachgebiete:
Informatik
,
Komparatistik. Außereuropäische Sprachen/Literaturen
Schlagwort(e):
Lernendes System
;
Programmanalyse
;
Mustererkennung
;
Konferenzschrift
;
Konferenzschrift
URL:
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