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020 _a9783319677866
_9978-3-319-67786-6
024 7 _a10.1007/978-3-319-67786-6
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
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082 0 4 _a006.3
_223
245 1 0 _aDiscovery Science
_h[electronic resource] :
_b20th International Conference, DS 2017, Kyoto, Japan, October 15–17, 2017, Proceedings /
_cedited by Akihiro Yamamoto, Takuya Kida, Takeaki Uno, Tetsuji Kuboyama.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXV, 357 p. 90 illus.
_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 ;
_v10558
520 _aThis book constitutes the proceedings of the 20th International Conference on Discovery Science, DS 2017, held in Kyoto, Japan, in October 2017, co-located with the International Conference on Algorithmic Learning Theory, ALT 2017. The 18 revised full papers presented together with 6 short papers and 2 invited talks in this volume were carefully reviewed and selected from 42 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 topical sections on machine learning: online learning, regression, label classification, deep learning, feature selection, recommendation system; and knowledge discovery: recommendation system, community detection, pattern mining, misc.
650 0 _aArtificial intelligence.
650 0 _aData mining.
650 0 _aApplication software.
650 0 _aSocial sciences
_xData processing.
650 1 4 _aArtificial Intelligence.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aComputer Application in Social and Behavioral Sciences.
700 1 _aYamamoto, Akihiro.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKida, Takuya.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aUno, Takeaki.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKuboyama, Tetsuji.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319677859
776 0 8 _iPrinted edition:
_z9783319677873
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v10558
856 4 0 _uhttps://doi.org/10.1007/978-3-319-67786-6
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