LEADER 05605nam 22007935 450 001 996465567603316 005 20200704003958.0 010 $a3-540-45665-1 024 7 $a10.1007/3-540-45665-1 035 $a(CKB)1000000000211791 035 $a(SSID)ssj0000325580 035 $a(PQKBManifestationID)11280391 035 $a(PQKBTitleCode)TC0000325580 035 $a(PQKBWorkID)10321440 035 $a(PQKB)11475353 035 $a(DE-He213)978-3-540-45665-0 035 $a(MiAaPQ)EBC3071944 035 $a(PPN)155173936 035 $a(EXLCZ)991000000000211791 100 $a20121227d2002 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aPattern Recognition with Support Vector Machines$b[electronic resource] $eFirst International Workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002. Proceedings /$fedited by Seong-Whan Lee, Alessandro Verri 205 $a1st ed. 2002. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2002. 215 $a1 online resource (XII, 428 p.) 225 1 $aLecture Notes in Computer Science,$x0302-9743 ;$v2388 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-44016-X 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aInvited Papers -- Predicting Signal Peptides with Support Vector Machines -- Scaling Large Learning Problems with Hard Parallel Mixtures -- Computational Issues -- On the Generalization of Kernel Machines -- Kernel Whitening for One-Class Classification -- A Fast SVM Training Algorithm -- Support Vector Machines with Embedded Reject Option -- Object Recognition -- Image Kernels -- Combining Color and Shape Information for Appearance-Based Object Recognition Using Ultrametric Spin Glass-Markov Random Fields -- Maintenance Training of Electric Power Facilities Using Object Recognition by SVM -- Kerneltron: Support Vector ?Machine? in Silicon -- Pattern Recognition -- Advances in Component-Based Face Detection -- Support Vector Learning for Gender Classification Using Audio and Visual Cues: A Comparison -- Analysis of Nonstationary Time Series Using Support Vector Machines -- Recognition of Consonant-Vowel (CV) Units of Speech in a Broadcast News Corpus Using Support Vector Machines -- Applications -- Anomaly Detection Enhanced Classification in Computer Intrusion Detection -- Sparse Correlation Kernel Analysis and Evolutionary Algorithm-Based Modeling of the Sensory Activity within the Rat?s Barrel Cortex -- Applications of Support Vector Machines for Pattern Recognition: A Survey -- Typhoon Analysis and Data Mining with Kernel Methods -- Poster Papers -- Support Vector Features and the Role of Dimensionality in Face Authentication -- Face Detection Based on Cost-Sensitive Support Vector Machines -- Real-Time Pedestrian Detection Using Support Vector Machines -- Forward Decoding Kernel Machines: A Hybrid HMM/SVM Approach to Sequence Recognition -- Color Texture-Based Object Detection: An Application to License Plate Localization -- Support Vector Machines in Relational Databases -- Multi-Class SVM Classifier Based on Pairwise Coupling -- Face Recognition Using Component-Based SVM Classification and Morphable Models -- A New Cache Replacement Algorithm in SMO -- Optimization of the SVM Kernels Using an Empirical Error Minimization Scheme -- Face Detection Based on Support Vector Machines -- Detecting Windows in City Scenes -- Support Vector Machine Ensemble with Bagging -- A Comparative Study of Polynomial Kernel SVM Applied to Appearance-Based Object Recognition. 410 0$aLecture Notes in Computer Science,$x0302-9743 ;$v2388 606 $aPattern recognition 606 $aOptical data processing 606 $aAlgorithms 606 $aComputers 606 $aArtificial intelligence 606 $aStatistics  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 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 606 $aComputation by Abstract Devices$3https://scigraph.springernature.com/ontologies/product-market-codes/I16013 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aStatistics and Computing/Statistics Programs$3https://scigraph.springernature.com/ontologies/product-market-codes/S12008 615 0$aPattern recognition. 615 0$aOptical data processing. 615 0$aAlgorithms. 615 0$aComputers. 615 0$aArtificial intelligence. 615 0$aStatistics . 615 14$aPattern Recognition. 615 24$aImage Processing and Computer Vision. 615 24$aAlgorithm Analysis and Problem Complexity. 615 24$aComputation by Abstract Devices. 615 24$aArtificial Intelligence. 615 24$aStatistics and Computing/Statistics Programs. 676 $a006.4 702 $aLee$b Seong-Whan$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aVerri$b Alessandro$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465567603316 996 $aPattern Recognition with Support Vector Machines$92018039 997 $aUNISA