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01267nam a2200205 a 4500 |
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20171111231451.0 |
| 008 |
070706s2010 enka b 001 0 eng |
| 020 |
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|a 1849966993
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| 040 |
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|a UKM
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| 050 |
|
0 |
|a Q325.5
|b C36 2008
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| 100 |
1 |
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|a Camastra, Francesco,
|d 1960-
|
| 245 |
1 |
0 |
|a Machine learning for audio, image and video analysis :
|b theory and applications /
|c Francesco Camastra, Alessandro Vinciarelli.
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| 260 |
|
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|a London :
|b Springer,
|c c2010.
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| 300 |
|
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|a xvi, 494 p. :
|b ill. ;
|c 25 cm.
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| 504 |
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|a Includes bibliographical references and index.
|
| 505 |
0 |
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|a Introduction -- Audio acquisition, representation and storage -- Image and video acquisition, representation and storage -- Machine learning -- Bayesian theory of decision -- Clustering methods -- Foundations of statistical learning and model selection -- Supervised neural networks and ensemble methods -- Kernel methods -- Markovian models for sequential data -- Feature extraction methods and manifold learnign methods -- Speech and handwriting recognition -- Automatic face recognition -- Video segmentation and keyframe extraction.
|
| 650 |
|
0 |
|a Machine learning
|
| 700 |
1 |
|
|a Vinciarelli, Alessandro.
|
| 952 |
|
|
|a GRHeTEI
|b 59ccc8a56c5ad1344608a205
|c 998a
|d 945l
|e Q325.5 C36 2008
|t 1
|x m
|z Books
|
