Title Foundations of intelligent systems : 23rd International Symposium, ISMIS 2017, Warsaw, Poland, June 26-29, 2017, Proceedings / Marzena Kryszkiewicz, Annalisa Appice, Dominik Ślęzak, Henryk Rybinski, Andrzej Skowron, Zbigniew W. Raś (eds.)

Published Cham, Switzerland : Springer, 2017

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Description 1 online resource (xxix, 747 pages) : illustrations Series Lecture notes in artificial intelligence, 0302-9743 ; 10352 LNCS sublibrary. SL 7, Artificial intelligence Lecture notes in computer science. Lecture notes in artificial intelligence ; 10352 LNCS sublibrary. SL 7, Artificial intelligence. Contents Machine 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 Summary This 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 Notes International conference proceedings Bibliography Includes bibliographical references and author index Notes Online resource; title from PDF title page (SpringerLink, viewed June 22, 2017) Subject Expert systems (Computer science) -- Congresses Intelligent agents (Computer software) -- Congresses Artificial intelligence -- Congresses Data mining -- Congresses Data mining. Natural language & machine translation. Computer science. Information retrieval. Artificial intelligence. Computers -- Database Management -- Data Mining. Computers -- Speech & Audio Processing. Computers -- Computer Science. Computers -- Information Technology. Computers -- System Administration -- Storage & Retrieval. Computers -- Intelligence (AI) & Semantics. Artificial intelligence Data mining Expert systems (Computer science) Intelligent agents (Computer software) Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Kryszkiewicz, Marzena, editor. Appice, Annalisa, editor. Ślęzak, Dominik, editor. Rybiński, Henryk, editor. Skowron, Andrzej, editor. Raś, Zbigniew, editor. ISBN 9783319604381 3319604384 3319604376 9783319604374 9783319604398 3319604392

Other Titles ISMIS 2017

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