03597nam 22007335 450 991034927150332120251225195031.03-030-33778-210.1007/978-3-030-33778-0(CKB)4100000009606144(MiAaPQ)EBC5963151(DE-He213)978-3-030-33778-0(PPN)25569833X(EXLCZ)99410000000960614420191018d2019 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDiscovery Science 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings /edited by Petra Kralj Novak, Tomislav Šmuc, Sašo Džeroski1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (xxii, 546 pages) illustrationsLecture Notes in Artificial Intelligence,2945-9141 ;118283-030-33777-4 Includes bibliographical references and index.Advanced Machine Learning -- Applications -- Data and Knowledge Representation -- Feature Importance -- Interpretable Machine Learning -- Networks -- Pattern Discovery -- Time Series.This book constitutes the proceedings of the 22nd International Conference on Discovery Science, DS 2019, held in Split, Coratia, in October 2019. The 21 full and 19 short papers presented together with 3 abstracts of invited talks in this volume were carefully reviewed and selected from 63 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: Advanced Machine Learning; Applications; Data and Knowledge Representation; Feature Importance; Interpretable Machine Learning; Networks; Pattern Discovery; and Time Series.Lecture Notes in Artificial Intelligence,2945-9141 ;11828Artificial intelligenceData miningComputer scienceImage processingDigital techniquesComputer visionSoftware engineeringArtificial IntelligenceData Mining and Knowledge DiscoveryTheory of ComputationComputer Imaging, Vision, Pattern Recognition and GraphicsSoftware EngineeringArtificial intelligence.Data mining.Computer science.Image processingDigital techniques.Computer vision.Software engineering.Artificial Intelligence.Data Mining and Knowledge Discovery.Theory of Computation.Computer Imaging, Vision, Pattern Recognition and Graphics.Software Engineering.006.3501Kralj Novak Petraedthttp://id.loc.gov/vocabulary/relators/edtŠmuc Tomislavedthttp://id.loc.gov/vocabulary/relators/edtDžeroski Sašoedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910349271503321Discovery Science2968615UNINA