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001 978-3-319-02300-7
003 DE-He213
005 20200420220224.0
007 cr nn 008mamaa
008 140212s2014 gw | s |||| 0|eng d
020 _a9783319023007
_9978-3-319-02300-7
024 7 _a10.1007/978-3-319-02300-7
_2doi
050 4 _aTK5102.9
050 4 _aTA1637-1638
050 4 _aTK7882.S65
072 7 _aTTBM
_2bicssc
072 7 _aUYS
_2bicssc
072 7 _aTEC008000
_2bisacsh
072 7 _aCOM073000
_2bisacsh
082 0 4 _a621.382
_223
245 1 0 _aSupport Vector Machines Applications
_h[electronic resource] /
_cedited by Yunqian Ma, Guodong Guo.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aVII, 302 p. 87 illus., 56 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _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.
520 _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.
650 0 _aEngineering.
650 0 _aComputer organization.
650 0 _aComputer communication systems.
650 0 _aComputational intelligence.
650 0 _aComplexity, Computational.
650 0 _aElectrical engineering.
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aComputer Communication Networks.
650 2 4 _aComplexity.
650 2 4 _aComputational Intelligence.
650 2 4 _aComputer Systems Organization and Communication Networks.
650 2 4 _aCommunications Engineering, Networks.
700 1 _aMa, Yunqian.
_eeditor.
700 1 _aGuo, Guodong.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319022994
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-02300-7
912 _aZDB-2-ENG
942 _cEBK
999 _c52109
_d52109