04652nam 22007815 450 99646606660331620200701024139.03-642-23808-410.1007/978-3-642-23808-6(CKB)2550000000051959(SSID)ssj0000610193(PQKBManifestationID)11365160(PQKBTitleCode)TC0000610193(PQKBWorkID)10623579(PQKB)10871800(DE-He213)978-3-642-23808-6(MiAaPQ)EBC3067137(PPN)156321408(EXLCZ)99255000000005195920110818d2011 u| 0engurnn#008mamaatxtccrMachine Learning and Knowledge Discovery in Databases, Part III[electronic resource] European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, Proceedings, Part III /edited by Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis1st ed. 2011.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2011.1 online resource (XXII, 663 p.)Lecture Notes in Artificial Intelligence ;6913Bibliographic Level Mode of Issuance: Monograph3-642-23807-6 Includes bibliographical references and index.This three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2011, held in Athens, Greece, in September 2011. The 121 revised full papers presented together with 10 invited talks and 11 demos in the three volumes, were carefully reviewed and selected from about 600 paper submissions. The papers address all areas related to machine learning and knowledge discovery in databases as well as other innovative application domains such as supervised and unsupervised learning with some innovative contributions in fundamental issues; dimensionality reduction, distance and similarity learning, model learning and matrix/tensor analysis; graph mining, graphical models, hidden markov models, kernel methods, active and ensemble learning, semi-supervised and transductive learning, mining sparse representations, model learning, inductive logic programming, and statistical learning. a significant part of the papers covers novel and timely applications of data mining and machine learning in industrial domains.Lecture Notes in Artificial Intelligence ;6913Artificial intelligenceDatabase managementInformation storage and retrievalMathematical logicAlgorithmsMathematical statisticsArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Database Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/I18024Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Mathematical Logic and Formal Languageshttps://scigraph.springernature.com/ontologies/product-market-codes/I16048Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Probability and Statistics in Computer Sciencehttps://scigraph.springernature.com/ontologies/product-market-codes/I17036Artificial intelligence.Database management.Information storage and retrieval.Mathematical logic.Algorithms.Mathematical statistics.Artificial Intelligence.Database Management.Information Storage and Retrieval.Mathematical Logic and Formal Languages.Algorithm Analysis and Problem Complexity.Probability and Statistics in Computer Science.006.3Gunopulos Dimitriosedthttp://id.loc.gov/vocabulary/relators/edtHofmann Thomasedthttp://id.loc.gov/vocabulary/relators/edtMalerba Donatoedthttp://id.loc.gov/vocabulary/relators/edtVazirgiannis Michalisedthttp://id.loc.gov/vocabulary/relators/edtBOOK996466066603316Machine Learning and Knowledge Discovery in Databases, Part III2831244UNISA