04456nam 22008535 450 991029949150332120200703084832.03-319-02300-410.1007/978-3-319-02300-7(CKB)3710000000088901(EBL)1698112(OCoLC)880448159(SSID)ssj0001186950(PQKBManifestationID)11813524(PQKBTitleCode)TC0001186950(PQKBWorkID)11262294(PQKB)10864738(MiAaPQ)EBC1698112(DE-He213)978-3-319-02300-7(PPN)176748601(EXLCZ)99371000000008890120140212d2014 u| 0engur|n|---|||||txtccrSupport Vector Machines Applications[electronic resource] /edited by Yunqian Ma, Guodong Guo1st ed. 2014.Cham :Springer International Publishing :Imprint: Springer,2014.1 online resource (306 p.)Description based upon print version of record.3-319-02299-7 Includes bibliographical references at the end of each chapters.Augmented-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.Support 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.Signal processingImage processingSpeech processing systemsComputer communication systemsComputational complexityComputational intelligenceComputer organizationElectrical engineeringSignal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Computer Communication Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/I13022Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/T11022Computational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Computer Systems Organization and Communication Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/I13006Communications Engineering, Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/T24035Signal processing.Image processing.Speech processing systems.Computer communication systems.Computational complexity.Computational intelligence.Computer organization.Electrical engineering.Signal, Image and Speech Processing.Computer Communication Networks.Complexity.Computational Intelligence.Computer Systems Organization and Communication Networks.Communications Engineering, Networks.004.6006.3006.31620Ma Yunqianedthttp://id.loc.gov/vocabulary/relators/edtGuo Guodongedthttp://id.loc.gov/vocabulary/relators/edtBOOK9910299491503321Support Vector Machines Applications2135905UNINA