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020 _a9783319604381
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024 7 _a10.1007/978-3-319-60438-1
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
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082 0 4 _a006.3
_223
245 1 0 _aFoundations of Intelligent Systems
_h[electronic resource] :
_b23rd International Symposium, ISMIS 2017, Warsaw, Poland, June 26-29, 2017, Proceedings /
_cedited by Marzena Kryszkiewicz, Annalisa Appice, Dominik Ślęzak, Henryk Rybinski, Andrzej Skowron, Zbigniew W. Raś.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXXIX, 747 p. 182 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v10352
505 0 _aMachine learning -- data mining methods -- deep learning, bioinformatics and health informatics -- intelligent information systems -- knowledge-based system -- mining temporal, spatial and spatio-temporal data -- text and Web mining -- big data analytics and stream data mining -- granular and soft clustering for data science -- knowledge discovery with formal concept analysis and related formalisms -- data mining competition on trading based on recommendations.
520 _aThis book constitutes the proceedings of the 23rd International Symposium on Foundations of Intelligent Systems, ISMIS 2017, held in Warsaw, Poland, in June 2017. The 56 regular and 15 short papers presented in this volume were carefully reviewed and selected from 118 submissions. The papers include both theoretical and practical aspects of machine learning, data mining methods, deep learning, bioinformatics and health informatics, intelligent information systems, knowledge-based systems, mining temporal, spatial and spatio-temporal data, text and Web mining. In addition, four special sessions were organized; namely, Special Session on Big Data Analytics and Stream Data Mining, Special Session on Granular and Soft Clustering for Data Science, Special Session on Knowledge Discovery with Formal Concept Analysis and Related Formalisms, and Special Session devoted to ISMIS 2017 Data Mining Competition on Trading Based on Recommendations, which was launched as a part of the conference.
650 0 _aArtificial intelligence.
_93407
650 0 _aData mining.
_93907
650 0 _aNatural language processing (Computer science).
_94741
650 0 _aComputer science.
_99832
650 0 _aApplication software.
_997765
650 0 _aInformation storage and retrieval systems.
_922213
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aData Mining and Knowledge Discovery.
_997766
650 2 4 _aNatural Language Processing (NLP).
_931587
650 2 4 _aTheory of Computation.
_997768
650 2 4 _aComputer and Information Systems Applications.
_997770
650 2 4 _aInformation Storage and Retrieval.
_923927
700 1 _aKryszkiewicz, Marzena.
_eeditor.
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700 1 _aAppice, Annalisa.
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700 1 _aŚlęzak, Dominik.
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700 1 _aRybinski, Henryk.
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700 1 _aSkowron, Andrzej.
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700 1 _aRaś, Zbigniew W.
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710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Artificial Intelligence,
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_v10352
_997784
856 4 0 _uhttps://doi.org/10.1007/978-3-319-60438-1
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