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" Foundations of intelligent systems : "
Michelangelo Ceci, Nathalie Japkowicz, Jiming Liu, George A. Papadopoulos, Zbigniew W. Raś (eds.).
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BL
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| Record Number
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859602
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| Main Entry
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International Symposium on Methodologies for Intelligent Systems(24th :2018 :, Limassol, Cyprus)
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| Title & Author
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Foundations of intelligent systems : : 24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings /\ Michelangelo Ceci, Nathalie Japkowicz, Jiming Liu, George A. Papadopoulos, Zbigniew W. Raś (eds.).
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| Publication Statement
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Cham :: Springer,, 2018.
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| Series Statement
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Lecture notes in artificial intelligence
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Lecture notes in computer science ;; 11177
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LNCS sublibrary. SL 7, Artificial intelligence
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| Page. NO
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1 online resource (xxv, 464 pages) :: illustrations
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| ISBN
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3030018504
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: 3030018512
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: 3030018520
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: 9783030018504
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: 9783030018511
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: 9783030018528
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9783030018504
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| Notes
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International conference proceedings.
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Includes bibliographical references and author index.
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| Contents
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Bioinformatics and Health Informatics -- Graph Mining -- Image Analysis -- Intelligent Systems -- Mining Complex Patterns -- Novelty Detection and Class Imbalance -- Social Data Analysis -- Spatio-temporal Analysis -- Granular and Soft Clustering -- Topic Modelling and Opinion Mining.
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| Abstract
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This book constitutes the proceedings of the 24th International Symposium on Foundations of Intelligent Systems, ISMIS 2018, held in Limassol, Cyprus, in October 2018. The 32 full, 8 short, and 4 application papers presented in this volume were carefully reviewed and selected from 59 submissions. The papers deal with topics such as bioinformatics and health informatics, graph mining, image analysis, intelligent systems, mining complex patterns, novelty detection and class imbalance, social data analysis, spatio-temporal analysis, and topic modeling and opinion mining. In addition, three special sessions were organized, namely: Special Session on Granular and Soft Clustering for Data Science, Special Session on Intelligent Methodologies for Traffic Data Analysis and Mining, and Special Session on Advanced Methods in Machine Learning for Modeling Complex Data.
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Artificial intelligence, Congresses.
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Data mining, Congresses.
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Expert systems (Computer science), Congresses.
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Intelligent agents (Computer software), Congresses.
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Artificial intelligence.
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Artificial intelligence.
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Computers-- Computer Graphics.
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Computers-- Data Processing.
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Computers-- Database Management-- Data Mining.
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Computers-- Information Technology.
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Computers-- Intelligence (AI) Semantics.
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Data mining.
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Data mining.
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Expert systems (Computer science)
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Image processing.
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Information retrieval.
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Intelligent agents (Computer software)
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Society social sciences.
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| Dewey Classification
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006.3
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| LC Classification
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QA76.76.E95
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| Added Entry
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Ceci, Michelangelo
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Japkowicz, Nathalie
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Liu, Jiming
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Papadopoulos, George A.,1960-
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Raś, Zbigniew
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| Parallel Title
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ISMIS 2018
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