000 | 03329nam a22005175i 4500 | ||
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_c12350 _d12350 |
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001 | 978-3-319-46186-1 | ||
003 | DE-He213 | ||
005 | 20211206110901.0 | ||
008 | 161012s2017 gw | s |||| 0|eng d | ||
020 | _a9783319461861 | ||
040 | _cAIKTC-KRRC | ||
041 | _aENG | ||
072 | 7 |
_aUYQ _2bicssc |
|
072 | 7 |
_aTEC009000 _2bisacsh |
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072 | 7 |
_aUYQ _2thema |
|
082 | 0 | 4 |
_a006.3 _223 |
100 | 1 |
_aJayadeva. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
245 | 1 | 0 |
_aTwin Support Vector Machines _h[electronic resource] : _bModels, Extensions and Applications / |
250 | _a1st ed. 2017. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2017. |
|
300 |
_aXIV, 211 p. 21 illus., 20 illus. in color. _bCard Paper |
||
336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aStudies in Computational Intelligence, _x1860-949X ; _v659 |
|
520 | _aThis book provides a systematic and focused study of the various aspects of twin support vector machines (TWSVM) and related developments for classification and regression. In addition to presenting most of the basic models of TWSVM and twin support vector regression (TWSVR) available in the literature, it also discusses the important and challenging applications of this new machine learning methodology. A chapter on “Additional Topics” has been included to discuss kernel optimization and support tensor machine topics, which are comparatively new but have great potential in applications. It is primarily written for graduate students and researchers in the area of machine learning and related topics in computer science, mathematics, electrical engineering, management science and finance. | ||
650 | 0 |
_aMechanical Engineering _94626 |
|
653 | _aComputational Intelligence. | ||
653 | _aArtificial Intelligence. | ||
700 | 1 |
_aKhemchandani, Reshma. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aChandra, Suresh. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783319461847 |
776 | 0 | 8 |
_iPrinted edition: _z9783319461854 |
776 | 0 | 8 |
_iPrinted edition: _z9783319834627 |
830 | 0 |
_aStudies in Computational Intelligence, _x1860-949X ; _v659 |
|
856 | 4 | 0 |
_uhttps://doi.org/10.1007/978-3-319-46186-1 _zClick here to access eBook in Springer Nature platform. (Within Campus only.) |
942 |
_cEBOOKS _2ddc |