LEADER 03916nam 22007095 450 001 9910349271503321 005 20200706153320.0 010 $a3-030-33778-2 024 7 $a10.1007/978-3-030-33778-0 035 $a(CKB)4100000009606144 035 $a(MiAaPQ)EBC5963151 035 $a(DE-He213)978-3-030-33778-0 035 $a(PPN)25569833X 035 $a(EXLCZ)994100000009606144 100 $a20191018d2019 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDiscovery Science $e22nd International Conference, DS 2019, Split, Croatia, October 28?30, 2019, Proceedings /$fedited by Petra Kralj Novak, Tomislav ?muc, Sa?o D?eroski 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (xxii, 546 pages) $cillustrations 225 1 $aLecture Notes in Artificial Intelligence ;$v11828 311 $a3-030-33777-4 320 $aIncludes bibliographical references and index. 327 $aAdvanced Machine Learning -- Applications -- Data and Knowledge Representation -- Feature Importance -- Interpretable Machine Learning -- Networks -- Pattern Discovery -- Time Series. 330 $aThis book constitutes the proceedings of the 22nd International Conference on Discovery Science, DS 2019, held in Split, Coratia, in October 2019. The 21 full and 19 short papers presented together with 3 abstracts of invited talks in this volume were carefully reviewed and selected from 63 submissions. The scope of the conference includes the development and analysis of methods for discovering scientific knowledge, coming from machine learning, data mining, intelligent data analysis, big data analysis as well as their application in various scientific domains. The papers are organized in the following topical sections: Advanced Machine Learning; Applications; Data and Knowledge Representation; Feature Importance; Interpretable Machine Learning; Networks; Pattern Discovery; and Time Series. 410 0$aLecture Notes in Artificial Intelligence ;$v11828 606 $aArtificial intelligence 606 $aData mining 606 $aComputers 606 $aOptical data processing 606 $aSoftware engineering 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aTheory of Computation$3https://scigraph.springernature.com/ontologies/product-market-codes/I16005 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22005 606 $aSoftware Engineering/Programming and Operating Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I14002 615 0$aArtificial intelligence. 615 0$aData mining. 615 0$aComputers. 615 0$aOptical data processing. 615 0$aSoftware engineering. 615 14$aArtificial Intelligence. 615 24$aData Mining and Knowledge Discovery. 615 24$aTheory of Computation. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aSoftware Engineering/Programming and Operating Systems. 676 $a006.3 676 $a501 702 $aKralj Novak$b Petra$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $a?muc$b Tomislav$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aD?eroski$b Sa?o$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910349271503321 996 $aDiscovery Science$92968615 997 $aUNINA