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Published by Symbolic World Press
ISBN 13: 9798989083275
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Published by Springer-Verlag New York Inc, 2012
ISBN 10: 1461435870 ISBN 13: 9781461435877
Language: English
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Published by Springer Berlin Heidelberg, 2008
ISBN 10: 354075170X ISBN 13: 9783540751700
Language: English
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Published by Springer, 2008
Language: English
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Published by Springer Berlin Heidelberg, Springer Berlin Heidelberg Feb 2008, 2008
ISBN 10: 354075170X ISBN 13: 9783540751700
Language: English
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Buch. Condition: Neu. Neuware -Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, and to organize that data and improve the performance of the processes manipulating it. Applying machine learning techniques to multimedia content involves special considerations ¿ the data is typically of very high dimension, and the normal distinction between supervised and unsupervised techniques does not always apply.This book provides a comprehensive coverage of the most important machine learning techniques used and their application in this domain. Arising from the EU MUSCLE network, a program that drew together multidisciplinary teams with expertise in machine learning, pattern recognition, artificial intelligence, and image, video, text and crossmedia processing, the book first introduces the machine learning principles and techniques that are applied in multimedia data processing and analysis. The second part focuses on multimedia data processing applications, with chapters examining specific machine learning issues in domains such as image retrieval, biometrics, semantic labelling, mobile devices, and mining in text and music.This book will be suitable for practitioners, researchers and students engaged with machine learning in multimedia applications.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 308 pp. Englisch.