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Machine Learning for Multimedia Content Analysis (Paperback, Softcover reprint of hardcover 1st ed. 2007) Loot Price: R4,078

Discovery Miles 40 780

Repayment Terms: R382 pm x 12*

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Machine Learning for Multimedia Content Analysis (Paperback, Softcover reprint of hardcover 1st ed. 2007): Yihong Gong, Wei Xu

Machine Learning for Multimedia Content Analysis (Paperback, Softcover reprint of hardcover 1st ed. 2007)

Yihong Gong, Wei Xu

Series: Multimedia Systems and Applications, 30

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Loot Price R4,078 Discovery Miles 40 780 | Repayment Terms: R382 pm x 12*

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This volume introduces machine learning techniques that are particularly powerful and effective for modeling multimedia data and common tasks of multimedia content analysis. It systematically covers key machine learning techniques in an intuitive fashion and demonstrates their applications through case studies. Coverage includes examples of unsupervised learning, generative models and discriminative models. In addition, the book examines Maximum Margin Markov (M3) networks, which strive to combine the advantages of both the graphical models and Support Vector Machines (SVM).

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Series:	Multimedia Systems and Applications, 30
Release date:	November 2010
First published:	2007
Authors:	Yihong Gong • Wei Xu
Dimensions:	235 x 155 x 15mm (L x W x T)
Format:	Paperback
Pages:	277
Edition:	Softcover reprint of hardcover 1st ed. 2007
ISBN-13:	978-1-4419-4353-8
Categories:	Books > Computing & IT > General theory of computing > General Books > Computing & IT > Computer programming > General Books > Computing & IT > Computer software packages > Multimedia Books > Computing & IT > Applications of computing > Databases > General Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Computing & IT > Applications of computing > Image processing > General Promotions
LSN:	1-4419-4353-6
Barcode:	9781441943538