Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval (Cognitive Technologies) - Tapa dura

Libro 9 de 42: Cognitive Technologies
 
9783540751700: Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval (Cognitive Technologies)
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ISBN 10: 354075170X ISBN 13: 9783540751700
Editorial: Springer, 2008

Sinopsis

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. Arising from the EU MUSCLE network, this multidisciplinary book provides a comprehensive coverage of the most important machine learning techniques used and their application in this domain.

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De la contraportada

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.

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Editorial
Springer
Año de publicación
2008
Idioma
Inglés
ISBN 10 
354075170X
ISBN 13 
9783540751700
Encuadernación
Tapa dura
Número de páginas
308
Editor
Cord Matthieu, Cunningham Pádraig
Contacto del fabricante
ROXIO
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
22391
Alemania

Otras ediciones populares con el mismo título

9783642443626: Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval (Cognitive Technologies)

Edición Destacada

ISBN 10:  3642443621 ISBN 13:  9783642443626
Editorial: Springer, 2014
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