Machine Learning Techniques for Multimedia
| Autor: | Matthieu Cord, Pádraig Cunningham |
|---|---|
| EAN: | 9783540751717 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 07.02.2008 |
| Untertitel: | Case Studies on Organization and Retrieval |
| Kategorie: | |
| Schlagworte: | Dimensionsreduktion biometrics classification clustering cognition database decision theory learning machine learning multimedia pattern recognition performance supervised learning unsupervised learning video |
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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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