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

ISBN 10: 0262514125 / ISBN 13: 9780262514125

Verlag: The MIT Press, 2010

Beschreibung

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Bibliografische Details

Titel: Semi-Supervised Learning (Adaptive ...

Verlag: The MIT Press

Erscheinungsdatum: 2010

Einband: paperback

Zustand: Good

Über diesen Titel

Inhaltsangabe:

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.

Über die Autorin bzw. den Autor:

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.