03770nam 22006735 450 991034939760332120200630235859.03-030-01771-010.1007/978-3-030-01771-2(CKB)4100000007110677(DE-He213)978-3-030-01771-2(MiAaPQ)EBC6286227(PPN)231460902(EXLCZ)99410000000711067720181006d2018 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierDiscovery Science 21st International Conference, DS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings /edited by Larisa Soldatova, Joaquin Vanschoren, George Papadopoulos, Michelangelo Ceci1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (XXI, 482 p. 137 illus.)Lecture Notes in Artificial Intelligence ;11198Includes index.3-030-01770-2 Classification -- Meta-Learning -- Reinforcement Learning -- Streams and Time Series -- Subgroup and Subgraph Discovery -- Text Mining -- Applications.This 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.Lecture Notes in Artificial Intelligence ;11198Artificial intelligenceData miningInformation storage and retrievalApplication softwareArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Computer Appl. in Social and Behavioral Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/I23028Artificial intelligence.Data mining.Information storage and retrieval.Application software.Artificial Intelligence.Data Mining and Knowledge Discovery.Information Storage and Retrieval.Computer Appl. in Social and Behavioral Sciences.501501Soldatova Larisaedthttp://id.loc.gov/vocabulary/relators/edtVanschoren Joaquinedthttp://id.loc.gov/vocabulary/relators/edtPapadopoulos Georgeedthttp://id.loc.gov/vocabulary/relators/edtCeci Michelangeloedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910349397603321Discovery Science2968615UNINA