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Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval Ed by Matthieu Cord and Padraig Cunningham

By: Cord, Matthieu.
Contributor(s): Cunningham, Padraig.
Material type: materialTypeLabelBookPublisher: Heidelberg Springer-Verlag 2008Description: 288p.ISBN: 9783540751700.Subject(s): Computer EngineeringDDC classification: 006.31
List(s) this item appears in: Machine Learning
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Part - 1: Introduction to Learning Principles for Multimedia Data Introduction to Bayesian Methods and Decision Theory Supervised Learning Unsupervised Learning and Clustering Dimension Reduction Part - 2: Multimedia Applications Online Content - Based Image Retrieval Using Active Learning Conservative Learning for Object Detectors Machine Learning Techniques Mental Search in Image Databases: Implicit Versus Explicit Content Query Combining Textual and Visual Information for Semantic Labeling of Images and Videos Machine Learning for Semi - Structured Multimedia Documents: Application to Pornographic Filtering and Thematic Categorization Classification and Clustering of Music for Novel Music Access Applications

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