Foundations of Intelligent Systems, 1st ed. 2018 24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings Lecture Notes in Artificial Intelligence Series
Coordonnateurs : Ceci Michelangelo, Japkowicz Nathalie, Liu Jiming, Papadopoulos George A., Raś Zbigniew W.
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.
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.
Date de parution : 10-2018
Ouvrage de 464 p.
15.5x23.5 cm
Thème de Foundations of Intelligent Systems :
Mots-clés :
artificial intelligence; clustering; clustering algorithms; data mining; image processing; intelligent systems; knowledge discovery; learning algorithms; machine learning; neural networks; semantics; social networking; social networks; spatial-temporal systems; web mining; World Wide Web
