LEADER 03938nam 22008055 450 001 996465879603316 005 20230406002651.0 010 $a3-540-34138-2 024 7 $a10.1007/11752790 035 $a(CKB)1000000000232970 035 $a(SSID)ssj0000320257 035 $a(PQKBManifestationID)11238875 035 $a(PQKBTitleCode)TC0000320257 035 $a(PQKBWorkID)10348180 035 $a(PQKB)10370877 035 $a(DE-He213)978-3-540-34138-3 035 $a(MiAaPQ)EBC3068016 035 $a(PPN)12313465X 035 $a(EXLCZ)991000000000232970 100 $a20100301d2006 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aSubspace, Latent Structure and Feature Selection$b[electronic resource] $eStatistical and Optimization Perspectives Workshop, SLSFS 2005 Bohinj, Slovenia, February 23-25, 2005, Revised Selected Papers /$fedited by Craig Saunders, Marko Grobelnik, Steve Gunn, John Shawe-Taylor 205 $a1st ed. 2006. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2006. 215 $a1 online resource (X, 209 p.) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v3940 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-34137-4 320 $aIncludes bibliographical references and author index. 327 $aInvited Contributions -- Discrete Component Analysis -- Overview and Recent Advances in Partial Least Squares -- Random Projection, Margins, Kernels, and Feature-Selection -- Some Aspects of Latent Structure Analysis -- Feature Selection for Dimensionality Reduction -- Contributed Papers -- Auxiliary Variational Information Maximization for Dimensionality Reduction -- Constructing Visual Models with a Latent Space Approach -- Is Feature Selection Still Necessary? -- Class-Specific Subspace Discriminant Analysis for High-Dimensional Data -- Incorporating Constraints and Prior Knowledge into Factorization Algorithms ? An Application to 3D Recovery -- A Simple Feature Extraction for High Dimensional Image Representations -- Identifying Feature Relevance Using a Random Forest -- Generalization Bounds for Subspace Selection and Hyperbolic PCA -- Less Biased Measurement of Feature Selection Benefits. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v3940 606 $aAlgorithms 606 $aComputer science?Mathematics 606 $aMathematical statistics 606 $aComputer science 606 $aArtificial intelligence 606 $aComputer vision 606 $aPattern recognition systems 606 $aAlgorithms 606 $aProbability and Statistics in Computer Science 606 $aTheory of Computation 606 $aArtificial Intelligence 606 $aComputer Vision 606 $aAutomated Pattern Recognition 615 0$aAlgorithms. 615 0$aComputer science?Mathematics. 615 0$aMathematical statistics. 615 0$aComputer science. 615 0$aArtificial intelligence. 615 0$aComputer vision. 615 0$aPattern recognition systems. 615 14$aAlgorithms. 615 24$aProbability and Statistics in Computer Science. 615 24$aTheory of Computation. 615 24$aArtificial Intelligence. 615 24$aComputer Vision. 615 24$aAutomated Pattern Recognition. 676 $a003/.1 702 $aSaunders$b Craig$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGrobelnik$b Marko$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGunn$b Steve$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aShawe-Taylor$b John$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a996465879603316 996 $aSubspace, Latent Structure and Feature Selection$9772769 997 $aUNISA LEADER 01285nam0 22003133i 450 001 VAN0119541 005 20230615022434.675 017 70$2N$a978-3-319-31858-5 100 $a20190121d2016 |0itac50 ba 101 $aeng 102 $aCH 105 $a|||| ||||| 200 1 $aComputational Sustainability$fJörg Lässig, Kristian Kersting, Katharina Morik editors 210 $aCham$cSpringer$d2016 215 $avi, 276 p.$d24 cm 410 1$1001VAN0107665$12001 $aStudies in Computational Intelligence$1210 $aCham$cSpringer$d2005-$v645 620 $aCH$dCham$3VANL001889 702 1$aKersting$bKristian$3VANV091797 702 1$aLässig$bJörg$3VANV091796 702 1$aMorik$bKatharina$3VANV091798 712 $aSpringer $3VANV108073$4650 801 $aIT$bSOL$c20240614$gRICA 856 4 $uhttps://link.springer.com/book/10.1007/978-3-319-31858-5$zE-book ? Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o Shibboleth 899 $aBIBLIOTECA CENTRO DI SERVIZIO SBA$2VAN15 912 $fN 912 $aVAN0119541 950 $aBIBLIOTECA CENTRO DI SERVIZIO SBA$d15CONS SBA EBOOK 2914 $e15EB 2914 20190121 996 $aComputational Sustainability$91756499 997 $aUNICAMPANIA