| Description |
1 online resource (xxv, 464 pages) : illustrations |
| Series |
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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Lecture notes in computer science. 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.
|
| Contents |
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 |
| Summary |
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 |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed October 29, 2018) |
| Subject |
Expert systems (Computer science) -- Congresses
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Intelligent agents (Computer software) -- Congresses
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Artificial intelligence -- Congresses
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Data mining -- Congresses
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Data mining.
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Information retrieval.
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Society & social sciences.
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Image processing.
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Artificial intelligence.
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Computers -- Database Management -- Data Mining.
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Computers -- Information Technology.
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Computers -- Data Processing.
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Computers -- Computer Graphics.
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Computers -- Intelligence (AI) & Semantics.
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Artificial intelligence
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Data mining
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Expert systems (Computer science)
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Intelligent agents (Computer software)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Ceci, Michelangelo, editor.
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Japkowicz, Nathalie, editor.
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Liu, Jiming, editor
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Papadopoulos, George A., 1960- editor.
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Raś, Zbigniew, editor.
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| ISBN |
9783030018511 |
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3030018512 |
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3030018504 |
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9783030018504 |
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9783030018528 |
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3030018520 |
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