Handbook of Statistics: Machine Learning: Theory and Applications: Volume 31 - Hardcover

Rao, C. R.

Hardcover

ISBN 10: 0444538593 ISBN 13: 9780444538598

Publisher: North Holland, 2013

Synopsis

Statistical learning and analysis techniques have become extremely important today, given the tremendous growth in the size of heterogeneous data collections and the ability to process it even from physically distant locations. Recent advances made in the field of machine learning provide a strong framework for robust learning from the diverse corpora and continue to impact a variety of research problems across multiple scientific disciplines. The aim of this handbook is to familiarize beginners as well as experts with some of the recent techniques in this field.

The Handbook is divided in two sections: Theory and Applications, covering machine learning, data analytics, biometrics, document recognition and security.

• very relevant to current research challenges faced in various fields
• self-contained reference to machine learning

• emphasis on applications-oriented techniques

About this title

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Review:

Covers recent advances to provide a strong framework for robust learning that impacts a variety of research problems across multiple scientific disciplines

About this edition

• Publisher: North Holland
• Publication date: 2013
• ISBN 10: 0444538593
• ISBN 13: 9780444538598
• Binding: Hardcover
• Number of pages: 600