LEADER 03891nam 2200565Ia 450 001 9910484301403321 005 20200520144314.0 010 $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 $a20100915d2010 uy 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] $eEuropean Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010 ; proceedings$hPart 2 /$fJose Luis Balcazar ... [et al.] (eds.) 205 $a1st ed. 2010. 210 $aBerlin ;$aNew York $cSpringer$dc2010 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 computer science.$pLecture notes in artificial intelligence ;$v6322. 606 $aMachine learning$vCongresses 606 $aDatabase management$vCongresses 615 0$aMachine learning 615 0$aDatabase management 676 $a006.3 701 $aBalcazar$b Jose Luis$01753945 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484301403321 996 $aMachine learning and knowledge discovery in databases$94190019 997 $aUNINA