LEADER 05542nam 22008055 450 001 996466570403316 005 20200704232627.0 010 $a1-280-38919-2 010 $a9786613567116 010 $a3-642-15883-8 024 7 $a10.1007/978-3-642-15883-4 035 $a(CKB)2670000000036421 035 $a(SSID)ssj0000446609 035 $a(PQKBManifestationID)11297682 035 $a(PQKBTitleCode)TC0000446609 035 $a(PQKBWorkID)10496399 035 $a(PQKB)11708357 035 $a(DE-He213)978-3-642-15883-4 035 $a(MiAaPQ)EBC3065654 035 $a(PPN)149018118 035 $a(EXLCZ)992670000000036421 100 $a20100817d2010 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aMachine Learning and Knowledge Discovery in Databases$b[electronic resource] $eEuropean Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part II /$fedited by José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag 205 $a1st ed. 2010. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2010. 215 $a1 online resource (XXI, 518 p. 145 illus.) 225 1 $aLecture Notes in Artificial Intelligence ;$v6322 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-15882-X 320 $aIncludes bibliographical references and index. 327 $aRegular Papers -- Bayesian Knowledge Corroboration with Logical Rules and User Feedback -- Learning an Affine Transformation for Non-linear Dimensionality Reduction -- NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification -- Hidden Conditional Ordinal Random Fields for Sequence Classification -- A Unifying View of Multiple Kernel Learning -- Evolutionary Dynamics of Regret Minimization -- Recognition of Instrument Timbres in Real Polytimbral Audio Recordings -- Finding Critical Nodes for Inhibiting Diffusion of Complex Contagions in Social Networks -- Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction -- Online Knowledge-Based Support Vector Machines -- Learning with Randomized Majority Votes -- Exploration in Relational Worlds -- Efficient Confident Search in Large Review Corpora -- Learning to Tag from Open Vocabulary Labels -- A Robustness Measure of Association Rules -- Automatic Model Adaptation for Complex Structured Domains -- Collective Traffic Forecasting -- On Detecting Clustered Anomalies Using SCiForest -- Constrained Parameter Estimation for Semi-supervised Learning: The Case of the Nearest Mean Classifier -- Online Learning in Adversarial Lipschitz Environments -- Summarising Data by Clustering Items -- Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space -- Latent Structure Pattern Mining -- First-Order Bayes-Ball -- Learning from Demonstration Using MDP Induced Metrics -- Demand-Driven Tag Recommendation -- Solving Structured Sparsity Regularization with Proximal Methods -- Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models -- Improved MinMax Cut Graph Clustering with Nonnegative Relaxation -- Integrating Constraint Programming and Itemset Mining -- Topic Modeling for Personalized Recommendation of Volatile Items -- Conditional Ranking on Relational Data. 410 0$aLecture Notes in Artificial Intelligence ;$v6322 606 $aArtificial intelligence 606 $aData structures (Computer science) 606 $aApplication software 606 $aInformation storage and retrieval 606 $aDatabase management 606 $aData mining 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aData Structures and Information Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/I15009 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 615 0$aArtificial intelligence. 615 0$aData structures (Computer science). 615 0$aApplication software. 615 0$aInformation storage and retrieval. 615 0$aDatabase management. 615 0$aData mining. 615 14$aArtificial Intelligence. 615 24$aData Structures and Information Theory. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aInformation Storage and Retrieval. 615 24$aDatabase Management. 615 24$aData Mining and Knowledge Discovery. 676 $a006.3 702 $aBalcázar$b José L$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBonchi$b Francesco$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGionis$b Aristides$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSebag$b Michèle$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a996466570403316 996 $aMachine Learning and Knowledge Discovery in Databases$9773712 997 $aUNISA