LEADER 03597nam 22006975 450 001 9910349397603321 005 20251225205359.0 010 $a9783030017712 010 $a3030017710 024 7 $a10.1007/978-3-030-01771-2 035 $a(CKB)4100000007110677 035 $a(DE-He213)978-3-030-01771-2 035 $a(MiAaPQ)EBC6286227 035 $a(PPN)231460902 035 $a(EXLCZ)994100000007110677 100 $a20181006d2018 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDiscovery Science $e21st International Conference, DS 2018, Limassol, Cyprus, October 29?31, 2018, Proceedings /$fedited by Larisa Soldatova, Joaquin Vanschoren, George Papadopoulos, Michelangelo Ceci 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XXI, 482 p. 137 illus.) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v11198 300 $aIncludes index. 311 08$a9783030017705 311 08$a3030017702 327 $aClassification -- Meta-Learning -- Reinforcement Learning -- Streams and Time Series -- Subgroup and Subgraph Discovery -- Text Mining -- Applications. 330 $aThis book constitutes the proceedings of the 21st International Conference on Discovery Science, DS 2018, held in Limassol, Cyprus, in October 2018, co-located with the International Symposium on Methodologies for Intelligent Systems, ISMIS 2018. The 30 full papers presented together with 5 abstracts of invited talks in this volume were carefully reviewed and selected from 71 submissions. The scope of the conference includes the development and analysis of methods for discovering scientific knowledge, coming from machine learning, data mining, intelligent data analysis, big data analysis as well as their application in various scientific domains. The papers are organized in the following topical sections: Classification; meta-learning; reinforcement learning; streams and time series; subgroup and subgraph discovery; text mining; and applications. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v11198 606 $aArtificial intelligence 606 $aData mining 606 $aInformation storage and retrieval systems 606 $aSocial sciences$xData processing 606 $aArtificial Intelligence 606 $aData Mining and Knowledge Discovery 606 $aInformation Storage and Retrieval 606 $aComputer Application in Social and Behavioral Sciences 615 0$aArtificial intelligence. 615 0$aData mining. 615 0$aInformation storage and retrieval systems. 615 0$aSocial sciences$xData processing. 615 14$aArtificial Intelligence. 615 24$aData Mining and Knowledge Discovery. 615 24$aInformation Storage and Retrieval. 615 24$aComputer Application in Social and Behavioral Sciences. 676 $a501 676 $a501 702 $aSoldatova$b Larisa$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aVanschoren$b Joaquin$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPapadopoulos$b George$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCeci$b Michelangelo$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910349397603321 996 $aDiscovery Science$92968615 997 $aUNINA