000 | 03540nam a22006375i 4500 | ||
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001 | 978-3-030-33778-0 | ||
003 | DE-He213 | ||
005 | 20240730174052.0 | ||
007 | cr nn 008mamaa | ||
008 | 191018s2019 sz | s |||| 0|eng d | ||
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 |
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072 | 7 |
_aCOM004000 _2bisacsh |
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_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 |
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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 |
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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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