INTRODUCTION TO SEMI-SUPERVISED LEARNING by Zenglin Xu, Irwin King ( 9781439826096 )

Item Details

Title:

INTRODUCTION TO SEMI-SUPERVISED LEARNING

By:

Format:

Hardback

List price:	£49.99
We currently do not stock this item, please contact the publisher directly for further information.

ISBN 10:

1439826099

ISBN 13:

9781439826096

Publisher:

TAYLOR & FRANCIS INC

Pub. date:

5 June, 2014

Pages:

250

Description:

Including the background and the advances in the field as well as theoretical perspectives and real-world applications, this book outlines a framework for implementing semi-supervised learning methods. It provides a toolbox on semi-supervised learning algorithms. It defines supervised learning, unsupervised learning, and semi-supervised learning.

Synopsis:

Including the historical background and recent advances in the field as well as theoretical perspectives and real-world applications, this book outlines a systematic framework for implementing semi-supervised learning methods. It provides a toolbox on semi-supervised learning algorithms, presenting illustrations and examples of each algorithm. The book defines and distinguishes supervised learning, unsupervised learning, semi-supervised learning, and other relevant learning tasks. It discusses important semi-supervised learning models, including generative models for semi-supervised learning, semi-supervised support vector machines, and graph-based semi-supervised learning methods.

Illustrations:

80 black & white illustrations

Publication:

Imprint:

CRC Press Inc

Returns:

Non-returnable

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