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Multimedia data mining : a systematic introduction to concepts and theory /

Defines multimedia data mining, its theory and its applications. This book discusses the theoretical foundations of multimedia data mining, presenting commonly used feature representation, knowledge representation and soft computing techniques. It provides application examples that showcase the pote...

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Bibliographic Details
Main Author: Zhang, Zhongfei
Corporate Author: Taylor & Francis
Other Authors: Zhang, Ruofei, 1974-
Format: eBook
Language:English
Published: Boca Raton : CRC Press, ©2009.
Series:Chapman & Hall/CRC data mining and knowledge discovery series.
Subjects:
Multimedia systems.
Data mining.
Multimédia.
Exploration de données (Informatique)
COMPUTERS > Digital Media > General.
COMPUTERS > Web > User Generated Content.
COMPUTERS > Interactive & Multimedia.
COMPUTERS > Web > Site Design.
Data mining
Multimedia systems
Multimedia.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Theory and techniques
  • Feature and knowledge representation for multimedia data
  • Statistical mining theory and techniques
  • Soft computing based theory and techniques
  • Multimedia data mining application examples
  • Image database modeling-semantic repository training
  • Image database modeling
  • latent semantic concept discovery
  • A multimodal approach to image data mining and concept discovery
  • Concept discovery and mining in a video database
  • Concept discovery and mining in an audio database.