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001 978-3-030-33778-0
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020 _a9783030337780
_9978-3-030-33778-0
024 7 _a10.1007/978-3-030-33778-0
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aDiscovery Science
_h[electronic resource] :
_b22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, Proceedings /
_cedited by Petra Kralj Novak, Tomislav Šmuc, Sašo Džeroski.
250 _a1st ed. 2019.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2019.
300 _aXXII, 546 p. 222 illus., 148 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v11828
505 0 _aAdvanced Machine Learning -- Applications -- Data and Knowledge Representation -- Feature Importance -- Interpretable Machine Learning -- Networks -- Pattern Discovery -- Time Series.
520 _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.
650 0 _aArtificial intelligence.
_93407
650 0 _aData mining.
_93907
650 0 _aComputer science.
_99832
650 0 _aImage processing
_xDigital techniques.
_94145
650 0 _aComputer vision.
_9110945
650 0 _aSoftware engineering.
_94138
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aData Mining and Knowledge Discovery.
_9110946
650 2 4 _aTheory of Computation.
_9110947
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aSoftware Engineering.
_94138
700 1 _aKralj Novak, Petra.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9110948
700 1 _aŠmuc, Tomislav.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9110949
700 1 _aDžeroski, Sašo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9110950
710 2 _aSpringerLink (Online service)
_9110951
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030337773
776 0 8 _iPrinted edition:
_z9783030337797
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v11828
_9110952
856 4 0 _uhttps://doi.org/10.1007/978-3-030-33778-0
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