03173nam0 2200625 i 450 VAN011479620220307030407.904N978-0-387-87811-920180212d2016 |0itac50 baengCH|||| |||||Generalized principal component analysisRené Vidal, Yi Ma, S. Shankar SastryNew YorkSpringer2016XXXII, 566 p.ill.24 cm001VAN00444742001 Interdisciplinary applied mathematics210 New York [etc.]Springer40VAN0242400Generalized principal component analysis152336314-XXAlgebraic geometry [MSC 2020]VANC019702MF15-XXLinear and multilinear algebra; matrix theory [MSC 2020]VANC020607MF62B10Statistical aspects of information-theoretic topics [MSC 2020]VANC021208MF62H12Estimation in multivariate analysis [MSC 2020]VANC021210MF62-XXStatistics [MSC 2020]VANC022998MF62J05Linear regression; mixed models [MSC 2020]VANC023156MF30C10Polynomials and rational functions of one complex variable [MSC 2020]VANC023541MF62H35Image analysis in multivariate analysis [MSC 2020]VANC025240MF62H25Factor analysis and principal components; correspondence analysis [MSC 2020]VANC025575MF62JxxLinear inference, regression [MSC 2020]VANC028385MF62J07Ridge regression; shrinkage estimators (Lasso) [MSC 2020]VANC031204MF62FxxParametric inference [MSC 2020]VANC031220MF30C40Kernel functions in one complex variable and applications [MSC 2020]VANC033963MF14N20Configurations and arrangements of linear subspaces [MSC 2020]VANC033964MFHybrid system identificationKW:KImage and video segmentationKW:KLinear subspace modelsKW:KLow-rank matrix theoryKW:KManifold learningKW:KPrincipal component analysisKW:KRobust principal component analysisKW:KSparse representation theoryKW:KSpectral clusteringKW:KSubspace arrangementsKW:KSubspace clusteringKW:KUSNew YorkVANL000011VidalRenéVANV088815755927MaYiVANV035875755928SastryS. ShankarVANV08872143929Springer <editore>VANV108073650ITSOL20240614RICAhttp://dx.doi.org/10.1007/978-0-387-87811-9E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA CENTRO DI SERVIZIO SBAVAN15NVAN0114796BIBLIOTECA CENTRO DI SERVIZIO SBA15CONS SBA EBOOK 2275 15EB 2275 20180212 Generalized principal component analysis1523363UNICAMPANIA