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02434aam a22003253 4500 001 30D27344EB9D11E7A465B32097128E48 003 SILO 005 20171228010216 008 150811s2015 enka b 001 0 eng d 020 $a 9781447167341 020 $a 1447167341 035 $a (OCoLC)918260770 040 $a YDXCP $b eng $c YDXCP $d OCLCO $d OCLCF $d NUI $d UtOrBLW $d SILO 100 1 $a Camastra, Francesco, $d 1960- $e author. $0 http://id.loc.gov/authorities/names/no2007155945 245 10 $a Machine learning for audio, image and video analysis : $b theory and applications / $c Francesco Camastra, Alessandro Vinciarelli. 250 $a Second edition. 264 1 $a London : $b Springer, $c 2015. 300 $a xvi, 561 pages : $b illustrations ; $c 25 cm. 490 1 $a Advanced information and knowledge processing 504 $a Includes bibliographical references and index. 505 0 $a Introduction -- Part I: From perception to computation -- Audio acquisition, representation and storage -- Image and video acquisition, representation and storage -- Part II: Machine learning -- 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 learning methods -- Part III: Applications -- Speech and handwriting recognition -- Automatic face recognition -- Video segmentation and keyframe extraction -- Real-time hand pose recognition -- Automatic personality perception -- Part IV: Appendices -- Appendix A: Statistics -- Appendix B: Signal processing -- Appendix C: Matrix algebra __ Appendix D: Mathematical foundations of kernel methods -- Index. 650 0 $a Machine learning. $0 http://id.loc.gov/authorities/subjects/sh85079324 650 0 $a Pattern recognition systems. $0 http://id.loc.gov/authorities/subjects/sh85098791 650 0 $a Image analysis. $0 http://id.loc.gov/authorities/subjects/sh98002813 650 7 $a Machine learning. $2 fast $0 (OCoLC)fst01004795 700 1 $a Vinciarelli, Alessandro, $e author. $0 http://id.loc.gov/authorities/names/no2007155944 830 0 $a Advanced information and knowledge processing. $0 http://id.loc.gov/authorities/names/n2002014314 941 $a 1 952 $l OVUX522 $d 20191211032345.0 956 $a http://locator.silo.lib.ia.us/search.cgi?index_0=id&term_0=30D27344EB9D11E7A465B32097128E48Initiate Another SILO Locator Search