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

Softcover

ISBN 10: 0262514125 ISBN 13: 9780262514125

Publisher: MIT Press, 2010

Synopsis

Semi-Supervised Learning 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. Full description

About this title

Review:

In summary, reading this book is a delightful journey through semi-supervised learning.

--Hsun-Hsien Chang, Computing Reviews

About the Author:

Olivier Chapelle is Senior Research Scientist in Machine Learning at Yahoo. Bernhard Schoelkopf is Director at the Max Planck Institute for Intelligent Systems in Tubingen, 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.

About this edition

• Publisher: MIT Press
• Publication date: 2010
• ISBN 10: 0262514125
• ISBN 13: 9780262514125
• Binding: Paperback
• Edition number: 1
• Number of pages: 524
• Editor: Chapelle Olivier