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010   $a3-319-02300-4
024 7 $a10.1007/978-3-319-02300-7
035   $a(CKB)3710000000088901
035   $a(EBL)1698112
035   $a(OCoLC)880448159
035   $a(SSID)ssj0001186950
035   $a(PQKBManifestationID)11813524
035   $a(PQKBTitleCode)TC0001186950
035   $a(PQKBWorkID)11262294
035   $a(PQKB)10864738
035   $a(MiAaPQ)EBC1698112
035   $a(DE-He213)978-3-319-02300-7
035   $a(PPN)176748601
035   $a(EXLCZ)993710000000088901
100   $a20140212d2014      u|             0
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 10$aSupport Vector Machines Applications$b[electronic resource] /$fedited by Yunqian Ma, Guodong Guo
205   $a1st ed. 2014.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2014.
215   $a1 online resource (306 p.)
300   $aDescription based upon print version of record.
311   $a3-319-02299-7 
320   $aIncludes bibliographical references at the end of each chapters.
327   $aAugmented-SVM for gradient observations with application to learning multiple-attractor dynamics -- Multi-class Support Vector Machine -- Novel Inductive and Transductive Transfer Learning Approaches Based on Support Vector Learning -- Security Evaluation of Support Vector Machines in Adversarial Environments -- Application of SVMs to the Bag-of-features Model? A Kernel Perspective -- Support Vector Machines for Neuroimage Analysis: Interpretation from Discrimination -- Kernel Machines for Imbalanced Data Problem and the Use in Biomedical Applications -- Soft Biometrics from Face Images using Support Vector Machines.
330   $aSupport vector machines (SVM) have both a solid mathematical background and good performance in practical applications. This book focuses on the recent advances and applications of the SVM in different areas, such as image processing, medical practice, computer vision, pattern recognition, machine learning, applied statistics, business intelligence, and artificial intelligence. The aim of this book is to create a comprehensive source on support vector machine applications, especially some recent advances.
606   $aSignal processing
606   $aImage processing
606   $aSpeech processing systems
606   $aComputer communication systems
606   $aComputational complexity
606   $aComputational intelligence
606   $aComputer organization
606   $aElectrical engineering
606   $aSignal, Image and Speech Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/T24051
606   $aComputer Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13022
606   $aComplexity$3https://scigraph.springernature.com/ontologies/product-market-codes/T11022
606   $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014
606   $aComputer Systems Organization and Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13006
606   $aCommunications Engineering, Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/T24035
615  0$aSignal processing.
615  0$aImage processing.
615  0$aSpeech processing systems.
615  0$aComputer communication systems.
615  0$aComputational complexity.
615  0$aComputational intelligence.
615  0$aComputer organization.
615  0$aElectrical engineering.
615 14$aSignal, Image and Speech Processing.
615 24$aComputer Communication Networks.
615 24$aComplexity.
615 24$aComputational Intelligence.
615 24$aComputer Systems Organization and Communication Networks.
615 24$aCommunications Engineering, Networks.
676   $a004.6
676   $a006.3
676   $a006.31
676   $a620
702   $aMa$b Yunqian$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aGuo$b Guodong$4edt$4http://id.loc.gov/vocabulary/relators/edt
906   $aBOOK
912   $a9910299491503321
996   $aSupport Vector Machines Applications$92135905
997   $aUNINA