LEADER 05375nam 22008055 450 001 9910483803203321 005 20200703161155.0 010 $a3-642-40897-4 024 7 $a10.1007/978-3-642-40897-7 035 $a(CKB)3710000000019165 035 $a(SSID)ssj0001010917 035 $a(PQKBManifestationID)11646837 035 $a(PQKBTitleCode)TC0001010917 035 $a(PQKBWorkID)11004522 035 $a(PQKB)10656001 035 $a(DE-He213)978-3-642-40897-7 035 $a(MiAaPQ)EBC3092948 035 $a(PPN)172430216 035 $a(EXLCZ)993710000000019165 100 $a20130930d2013 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aDiscovery Science $e16th International Conference, DS 2013, Singapore, October 6-9, 2013, Proceedings /$fedited by Johannes Fürnkranz, Eyke Hüllermeier, Tomoyuki Higuchi 205 $a1st ed. 2013. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2013. 215 $a1 online resource (XVIII, 357 p. 104 illus.) 225 1 $aLecture Notes in Artificial Intelligence ;$v8140 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-40896-6 327 $aMixture Models from Multiresolution 0-1 Data -- Model Tree Ensembles for Modeling Dynamic Systems -- Fast and Scalable Image Retrieval Using Predictive Clustering Trees -- Avoiding Anomalies in Data Stream Learning -- Generalizing from Example Clusters -- Clustering Based Active Learning for Evolving Data Streams -- Robust Crowd Labeling Using Little Expertise -- A New Approach to String Pattern Mining with Approximate Match -- OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process -- A Wordification Approach to Relational Data Mining -- Multi-interval Discretization of Continuous Attributes for Label Ranking -- Identifying Super-Mediators of Information Diffusion in Social Networks -- SM2D: A Modular Knowledge Discovery Approach Applied to Hydrological Forecasting -- A Dynamic Programming Algorithm for Learning Chain Event Graphs -- Mining Interesting Patterns in Multi-relational Data with N-ary Relationships -- Learning Hierarchical Multi-label Classification Trees from Network Data -- A Density-Based Backward Approach to Isolate Rare Events in Large-Scale Applications -- Inductive Process Modeling of Rab5-Rab7 Conversion in Endocytosis -- Fast Compression of Large-Scale Hypergraphs for Solving Combinatorial Problems -- Semantic Data Mining of Financial News Articles -- Polynomial Delay and Space Discovery of Connected and Acyclic Sub-hypergraphs in a Hypergraph -- Hyperlink Prediction in Hypernetworks Using Latent Social Features -- Extracting Opinionated (Sub)Features from a Stream of Product Reviews. 330 $aThis book constitutes the proceedings of the 16th International Conference on Discovery Science, DS 2013, held in Singapore in October 2013, and co-located with the International Conference on Algorithmic Learning Theory, ALT 2013. The 23 papers presented in this volume were carefully reviewed and selected from 52 submissions. They cover recent advances in the development and analysis of methods of automatic scientific knowledge discovery, machine learning, intelligent data analysis, and their application to knowledge discovery. 410 0$aLecture Notes in Artificial Intelligence ;$v8140 606 $aArtificial intelligence 606 $aInformation storage and retrieval 606 $aApplication software 606 $aDatabase management 606 $aData mining 606 $aAlgorithms 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 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 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 615 0$aArtificial intelligence. 615 0$aInformation storage and retrieval. 615 0$aApplication software. 615 0$aDatabase management. 615 0$aData mining. 615 0$aAlgorithms. 615 14$aArtificial Intelligence. 615 24$aInformation Storage and Retrieval. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aDatabase Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aAlgorithm Analysis and Problem Complexity. 676 $a501 702 $aFürnkranz$b Johannes$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aHüllermeier$b Eyke$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aHiguchi$b Tomoyuki$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483803203321 996 $aDiscovery Science$92968615 997 $aUNINA