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020 _a9783319677866
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024 7 _a10.1007/978-3-319-67786-6
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
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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
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_2rdacarrier
347 _atext file
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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.
_93407
650 0 _aData mining.
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650 0 _aApplication software.
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650 0 _aSocial sciences
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650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aData Mining and Knowledge Discovery.
_9151478
650 2 4 _aComputer and Information Systems Applications.
_9151479
650 2 4 _aComputer Application in Social and Behavioral Sciences.
_931815
700 1 _aYamamoto, Akihiro.
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700 1 _aKida, Takuya.
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700 1 _aUno, Takeaki.
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700 1 _aKuboyama, Tetsuji.
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830 0 _aLecture Notes in Artificial Intelligence,
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