04323nam 22007575 450 991048474160332120200701172422.03-662-44848-310.1007/978-3-662-44848-9(CKB)3710000000228656(SSID)ssj0001354188(PQKBManifestationID)11758997(PQKBTitleCode)TC0001354188(PQKBWorkID)11322702(PQKB)10910583(DE-He213)978-3-662-44848-9(MiAaPQ)EBC6281404(MiAaPQ)EBC5578227(Au-PeEL)EBL5578227(OCoLC)890806424(PPN)181351943(EXLCZ)99371000000022865620140901d2014 u| 0engurnn#008mamaatxtccrMachine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I /edited by Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo1st ed. 2014.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2014.1 online resource (XLIV, 709 p. 183 illus.)Lecture Notes in Artificial Intelligence ;8724Bibliographic Level Mode of Issuance: Monograph3-662-44847-5 Dynamic networks and knowledge discovery -- Interactions between data mining and natural language processing -- Mining ubiquitous and social environments -- Statistically sound data mining -- Machine learning for urban sensor data -- Multi-target prediction -- Representation learning -- Neural connectomics: from imaging to connectivity -- Data analytics for renewable energy integration -- Linked data for knowledge discovery -- New frontiers in mining complex patterns -- Experimental economics and machine learning -- Learning with multiple views: applications to computer vision and multimedia mining -- Generalization and reuse of machine learning models over multiple contexts -- Predictive web analytics.This three-volume set LNAI 8724, 8725 and 8726 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2014, held in Nancy, France, in September 2014. The 115 revised research papers presented together with 13 demo track papers, 10 nectar track papers, 8 PhD track papers, and 9 invited talks were carefully reviewed and selected from 550 submissions. The papers cover the latest high-quality interdisciplinary research results in all areas related to machine learning and knowledge discovery in databases.Lecture Notes in Artificial Intelligence ;8724Data miningArtificial intelligencePattern recognitionInformation storage and retrievalData Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XInformation Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Data mining.Artificial intelligence.Pattern recognition.Information storage and retrieval.Data Mining and Knowledge Discovery.Artificial Intelligence.Pattern Recognition.Information Storage and Retrieval.006.312Calders Toonedthttp://id.loc.gov/vocabulary/relators/edtEsposito Florianaedthttp://id.loc.gov/vocabulary/relators/edtHüllermeier Eykeedthttp://id.loc.gov/vocabulary/relators/edtMeo Rosaedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910484741603321Machine Learning and Knowledge Discovery in Databases3568347UNINA