04040nam 22008175 450 99619851290331620200629212908.03-319-21024-610.1007/978-3-319-21024-7(CKB)3710000000436931(SSID)ssj0001558580(PQKBManifestationID)16183865(PQKBTitleCode)TC0001558580(PQKBWorkID)14818731(PQKB)11209877(DE-He213)978-3-319-21024-7(MiAaPQ)EBC6287543(MiAaPQ)EBC5591244(Au-PeEL)EBL5591244(OCoLC)913517686(PPN)186399790(EXLCZ)99371000000043693120150630d2015 u| 0engurnn|008mamaatxtccrMachine Learning and Data Mining in Pattern Recognition[electronic resource] 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings /edited by Petra Perner1st ed. 2015.Cham :Springer International Publishing :Imprint: Springer,2015.1 online resource (IX, 454 p. 132 illus.) Lecture Notes in Artificial Intelligence ;9166Bibliographic Level Mode of Issuance: Monograph3-319-21023-8 Graph Mining -- Classification and regression -- Sentiment analysis -- Data preparation and missing values -- Association and sequential rule mining -- Support vector machines -- Frequent item set mining and time series analysis -- Clustering -- Text mining -- Applications data mining.This book constitutes the refereed proceedings of the 11th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2015, held in Hamburg, Germany, in July 2015. The 41 full papers presented were carefully reviewed and selected from 123 submissions. The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multimedia data types such as image mining, text mining, video mining and Web mining.Lecture Notes in Artificial Intelligence ;9166Data miningPattern recognitionAlgorithmsApplication softwareDatabase managementArtificial intelligenceData Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XAlgorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Database Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/I18024Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Data mining.Pattern recognition.Algorithms.Application software.Database management.Artificial intelligence.Data Mining and Knowledge Discovery.Pattern Recognition.Algorithm Analysis and Problem Complexity.Information Systems Applications (incl. Internet).Database Management.Artificial Intelligence.006.4Perner Petraedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996198512903316Machine Learning and Data Mining in Pattern Recognition772451UNISA