LEADER 05118nam 22007695 450 001 996465767103316 005 20200630035225.0 010 $a3-642-33212-9 024 7 $a10.1007/978-3-642-33212-8 035 $a(CKB)3400000000086204 035 $a(SSID)ssj0000767453 035 $a(PQKBManifestationID)11419307 035 $a(PQKBTitleCode)TC0000767453 035 $a(PQKBWorkID)10740437 035 $a(PQKB)10831191 035 $a(DE-He213)978-3-642-33212-8 035 $a(MiAaPQ)EBC3070078 035 $a(PPN)168323842 035 $a(EXLCZ)993400000000086204 100 $a20120911d2012 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aArtificial Neural Networks in Pattern Recognition$b[electronic resource] $e5th INNS IAPR TC 3 GIRPR Workshop, ANNPR 2012, Trento, Italy, September 17-19, 2012, Proceedings /$fedited by Nadia Mana, Friedhelm Schwenker, Edmondo Trentin 205 $a1st ed. 2012. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2012. 215 $a1 online resource (X, 245 p. 80 illus.) 225 1 $aLecture Notes in Artificial Intelligence ;$v7477 300 $aInternational conference proceedings. 311 $a3-642-33211-0 320 $aIncludes bibliographical references and author index. 327 $aLearning Algorithms -- How to Quantitatively Compare Data Dissimilarities for Unsupervised Machine Learning?- Kernel Robust Soft Learning Vector Quantization -- Incremental Learning by Message Passing in Hierarchical Temporal -- Representative Prototype Sets for Data Characterization and Classification -- Feature Selection by Block Addition and Block Deletion -- Gradient Algorithms for Exploration/Exploitation Trade-Offs: Global and Local Variants -- Towards a Novel Probabilistic Graphical Model of Sequential Data: Fundamental Notions and a Solution to the Problem of Parameter Learning -- Towards a Novel Probabilistic Graphical Model of Sequential Data: A Solution to the Problem of Structure Learning and an Empirical Evaluation -- Statistical Recognition of a Set of Patterns Using Novel Probability Neural Network -- On Graph-Associated Matrices and Their Eigenvalues for Optical Character Recognition -- Classification of Segmented Objects through a Multi-net Approach -- On Instance Selection in Audio Based Emotion Recognition -- Grayscale Images and RGB Video: Compression by Morphological Neural Network -- NeuCube EvoSpike Architecture for Spatio-temporal Modelling and Pattern Recognition of Brain Signals. 330 $aThis book constitutes the refereed proceedings of the 5th INNS IAPR TC3 GIRPR International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2012, held in Trento, Italy, in September 2012. The 21 revised full papers presented were carefully reviewed and selected for inclusion in this volume. They cover a large range of topics in the field of neural network- and machine learning-based pattern recognition presenting and discussing the latest research, results, and ideas in these areas. 410 0$aLecture Notes in Artificial Intelligence ;$v7477 606 $aArtificial intelligence 606 $aPattern recognition 606 $aData mining 606 $aOptical data processing 606 $aUser interfaces (Computer systems) 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aUser Interfaces and Human Computer Interaction$3https://scigraph.springernature.com/ontologies/product-market-codes/I18067 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22005 615 0$aArtificial intelligence. 615 0$aPattern recognition. 615 0$aData mining. 615 0$aOptical data processing. 615 0$aUser interfaces (Computer systems). 615 14$aArtificial Intelligence. 615 24$aPattern Recognition. 615 24$aData Mining and Knowledge Discovery. 615 24$aImage Processing and Computer Vision. 615 24$aUser Interfaces and Human Computer Interaction. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 676 $a006.3 702 $aMana$b Nadia$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSchwenker$b Friedhelm$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTrentin$b Edmondo$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aANNPR 2012 906 $aBOOK 912 $a996465767103316 996 $aArtificial Neural Networks in Pattern Recognition$9772570 997 $aUNISA