03597nam 22006975 450 991034939760332120251225205359.09783030017712303001771010.1007/978-3-030-01771-2(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,2945-9141 ;11198Includes index.9783030017705 3030017702 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,2945-9141 ;11198Artificial intelligenceData miningInformation storage and retrieval systemsSocial sciencesData processingArtificial IntelligenceData Mining and Knowledge DiscoveryInformation Storage and RetrievalComputer Application in Social and Behavioral SciencesArtificial intelligence.Data mining.Information storage and retrieval systems.Social sciencesData processing.Artificial Intelligence.Data Mining and Knowledge Discovery.Information Storage and Retrieval.Computer Application 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