Foundations of Intelligent Systems - 24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings

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.

Sommario

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.

Riassunto

This book constitutes the proceedings of the 24thInternational 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.

Dettagli sul prodotto

• Con la collaborazione di: Michelangelo Ceci (Editore), Nathalie Japkowicz (Editore), Jiming Liu (Editore), George A. Papadopoulos (Editore), Zbigniew W. Ra¿ (Editore), Zbigniew W. Ras (Editore), Zbigniew W. Raś (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 07.10.2018
• EAN: 9783030018504
• ISBN: 978-3-0-3001850-4
• Pagine: 464
• Dimensioni: 156 mm x 28 mm x 243 mm
• Peso: 739 g
• Illustrazioni: XXV, 464 p. 111 illus.
• Serie: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; C, Data Mining, Artificial Intelligence, angewandte informatik, Maschinelles Sehen, Bildverstehen, Wissensbasierte Systeme, Expertensysteme, computer science, Information Retrieval, Computer Vision, Information Systems Applications (incl. Internet), Image Processing and Computer Vision, Computer and Information Systems Applications, Application software, Data Mining and Knowledge Discovery, Internet searching, Optical data processing, Image processing, Expert systems / knowledge-based systems, Computer applications in the social & behavioural sciences, Computer Appl. in Social and Behavioral Sciences, Computer Application in Social and Behavioral Sciences