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

Couverture souple

ISBN 10 : 0262514125 ISBN 13 : 9780262514125

Editeur : MIT Press, 2010

Synopsis

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.

A propos du livre

À propos de l?auteur

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.

Détails de l'édition

• Éditeur: MIT Press
• Date d'édition: 2010
• Langue: anglais
• ISBN 10: 0262514125
• ISBN 13: 9780262514125
• Reliure: Broché
• Numéro d'édition: 1
• Nombre de pages: 524
• Éditeur: Chapelle Olivier
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible