LEADER 05471nam 22008415 450 001 996466318103316 005 20200705122052.0 010 $a3-319-24261-X 024 7 $a10.1007/978-3-319-24261-3 035 $a(CKB)4340000000001119 035 $a(SSID)ssj0001585553 035 $a(PQKBManifestationID)16264602 035 $a(PQKBTitleCode)TC0001585553 035 $a(PQKBWorkID)14866472 035 $a(PQKB)10062281 035 $a(DE-He213)978-3-319-24261-3 035 $a(MiAaPQ)EBC6285287 035 $a(MiAaPQ)EBC5578172 035 $a(Au-PeEL)EBL5578172 035 $a(OCoLC)932169229 035 $a(PPN)190528508 035 $a(EXLCZ)994340000000001119 100 $a20151003d2015 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aSimilarity-Based Pattern Recognition$b[electronic resource] $eThird International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015. Proceedings /$fedited by Aasa Feragen, Marcello Pelillo, Marco Loog 205 $a1st ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (VIII, 229 p. 78 illus.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v9370 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-319-24260-1 327 $aA Novel Data Representation based on a Second-Order Dissimilarity Measure -- Characterizing Multiple Instance Datasets -- Supervised learning of diffiusion distance to improve histogram matching -- Similarity Analysis from Limiting Quantum Walks -- Introducing Negative Evidence in Ensemble Clustering -- Dissimilarity representations for low-resolution face recognition -- Deep metric learning using Triplet network -- Cluster Merging Based on Dominant Sets -- An Adaptive Radial Basis Function Kernel for Support Vector Data Description -- Robust initialization for learning Latent Dirichlet Allocation -- Unsupervised Motion Segmentation Using Metric Embedding of Features -- Transitive Assignment Kernels for Structural Classification -- Large scale Indefinite Kernel Fisher Discriminant -- Similarity-based User Identification across Social Networks -- Dominant-Set Clustering Using Multiple Affinity Matrices -- Distance-Based Network Recovery under Feature Correlation -- Discovery of salient low-dimensional dynamical structure using Hopfield Networks -- On Geodesic Exponential Kernels -- A Matrix Factorization Approach to Graph Compression -- A Geometrical Approach to Find Corresponding Patches in 3D Medical Surfaces -- Similarities, SDEs, and Most Probable Paths -- Can the optimum similarity matrix be selected before clustering for graph-based approaches? -- Approximate spectral clustering with utilized similarity information fusing geodesic based hybrid distance measures. 330 $aThis book constitutes the proceedings of the Third International Workshop on Similarity Based Pattern Analysis and Recognition, SIMBAD 2015, which was held in Copenahgen, Denmark, in October 2015. The 15 full and 8 short papers presented were carefully reviewed and selected from 30 submissions.The workshop focus on problems, techniques, applications, and perspectives: from supervised to unsupervised learning, from generative to discriminative models, and from theoretical issues to empirical validations. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v9370 606 $aPattern recognition 606 $aOptical data processing 606 $aArtificial intelligence 606 $aDatabase management 606 $aAlgorithms 606 $aApplication software 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 615 0$aPattern recognition. 615 0$aOptical data processing. 615 0$aArtificial intelligence. 615 0$aDatabase management. 615 0$aAlgorithms. 615 0$aApplication software. 615 14$aPattern Recognition. 615 24$aImage Processing and Computer Vision. 615 24$aArtificial Intelligence. 615 24$aDatabase Management. 615 24$aAlgorithm Analysis and Problem Complexity. 615 24$aInformation Systems Applications (incl. Internet). 676 $a006.4 702 $aFeragen$b Aasa$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPelillo$b Marcello$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLoog$b Marco$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996466318103316 996 $aSimilarity-Based Pattern Recognition$92830698 997 $aUNISA