Semi-Supervised Learning (Adaptive Computation and Machine Learning series): Adaptive Computation and Machine Learning series - Brossura

Brossura

ISBN 10: 0262514125 ISBN 13: 9780262514125

Casa editrice: MIT Press, 2010

Riassunto

A comprehensive review of an area of machine learning that deals with the use of unlabeled data in classification problems: state-of-the-art algorithms, a taxonomy of the field, applications, benchmark experiments, and directions for future research.

Su questo libro

Informazioni sull?autore

Olivier Chapelle is Senior Research Scientist in Machine Learning at Yahoo.

Bernhard Schölkopf is Director at the Max Planck Institute for Intelligent Systems in Tübingen, Germany. He is coauthor of Learning with Kernels (2002) and is a coeditor of Advances in Kernel Methods: Support Vector Learning (1998), Advances in Large-Margin Classifiers (2000), and Kernel Methods in Computational Biology (2004), all published by the MIT Press.

Alexander Zien is Senior Analyst in Bioinformatics at LIFE Biosystems GmbH, Heidelberg.

Dettagli dell'edizione

• Editore: MIT Press
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 0262514125
• ISBN 13: 9780262514125
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 524
• Redattore: Chapelle Olivier
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile