LEADER 05322nam 22007815 450 001 996466043103316 005 20200703071135.0 010 $a3-642-40994-6 024 7 $a10.1007/978-3-642-40994-3 035 $a(CKB)3710000000015957 035 $a(SSID)ssj0000988204 035 $a(PQKBManifestationID)11529005 035 $a(PQKBTitleCode)TC0000988204 035 $a(PQKBWorkID)10951662 035 $a(PQKB)11386064 035 $a(DE-He213)978-3-642-40994-3 035 $a(MiAaPQ)EBC3093471 035 $a(PPN)172430305 035 $a(EXLCZ)993710000000015957 100 $a20130828d2013 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] $eEuropean Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III /$fedited by Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip ?elezný 205 $a1st ed. 2013. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2013. 215 $a1 online resource (XLVI, 691 p. 190 illus.) 225 1 $aLecture Notes in Artificial Intelligence ;$v8190 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-40993-8 327 $aReinforcement learning -- Markov decision processes -- Active learning and optimization -- Learning from sequences -- Time series and spatio-temporal data -- Data streams -- Graphs and networks -- Social network analysis -- Natural language processing and information extraction -- Ranking and recommender systems -- Matrix and tensor analysis -- Structured output prediction, multi-label and multi-task learning -- Transfer learning -- Bayesian learning -- Graphical models -- Nearest-neighbor methods -- Ensembles -- Statistical learning -- Semi-supervised learning -- Unsupervised learning -- Subgroup discovery, outlier detection and anomaly detection -- Privacy and security -- Evaluation -- Applications -- Medical applications. 330 $aThis three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2013, held in Prague, Czech Republic, in September 2013. The 111 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 447 submissions. The papers are organized in topical sections on reinforcement learning; Markov decision processes; active learning and optimization; learning from sequences; time series and spatio-temporal data; data streams; graphs and networks; social network analysis; natural language processing and information extraction; ranking and recommender systems; matrix and tensor analysis; structured output prediction, multi-label and multi-task learning; transfer learning; bayesian learning; graphical models; nearest-neighbor methods; ensembles; statistical learning; semi-supervised learning; unsupervised learning; subgroup discovery, outlier detection and anomaly detection; privacy and security; evaluation; applications; and medical applications. 410 0$aLecture Notes in Artificial Intelligence ;$v8190 606 $aData mining 606 $aArtificial intelligence 606 $aPattern recognition 606 $aComputer science?Mathematics 606 $aMathematical statistics 606 $aInformation storage and retrieval 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 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 $aDiscrete Mathematics in Computer Science$3https://scigraph.springernature.com/ontologies/product-market-codes/I17028 606 $aProbability and Statistics in Computer Science$3https://scigraph.springernature.com/ontologies/product-market-codes/I17036 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 615 0$aData mining. 615 0$aArtificial intelligence. 615 0$aPattern recognition. 615 0$aComputer science?Mathematics. 615 0$aMathematical statistics. 615 0$aInformation storage and retrieval. 615 14$aData Mining and Knowledge Discovery. 615 24$aArtificial Intelligence. 615 24$aPattern Recognition. 615 24$aDiscrete Mathematics in Computer Science. 615 24$aProbability and Statistics in Computer Science. 615 24$aInformation Storage and Retrieval. 676 $a006.312 702 $aBlockeel$b Hendrik$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKersting$b Kristian$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNijssen$b Siegfried$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $a?elezný$b Filip$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a996466043103316 996 $aMachine Learning and Knowledge Discovery in Databases$9773712 997 $aUNISA