04244nam 22007095 450 991034939730332120200630214923.03-030-01851-210.1007/978-3-030-01851-1(CKB)4100000007110732(DE-He213)978-3-030-01851-1(MiAaPQ)EBC6304101(PPN)231460929(EXLCZ)99410000000711073220181006d2018 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierFoundations of Intelligent Systems 24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings /edited by Michelangelo Ceci, Nathalie Japkowicz, Jiming Liu, George A. Papadopoulos, Zbigniew W. Raś1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (XXV, 464 p. 111 illus.) Lecture Notes in Artificial Intelligence ;11177Includes index.3-030-01850-4 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.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.Lecture Notes in Artificial Intelligence ;11177Artificial intelligenceData miningApplication softwareOptical data processingArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Computer Appl. in Social and Behavioral Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/I23028Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Artificial intelligence.Data mining.Application software.Optical data processing.Artificial Intelligence.Data Mining and Knowledge Discovery.Information Systems Applications (incl. Internet).Computer Appl. in Social and Behavioral Sciences.Image Processing and Computer Vision.006.3006.3Ceci Michelangeloedthttp://id.loc.gov/vocabulary/relators/edtJapkowicz Nathalieedthttp://id.loc.gov/vocabulary/relators/edtLiu Jimingedthttp://id.loc.gov/vocabulary/relators/edtPapadopoulos George Aedthttp://id.loc.gov/vocabulary/relators/edtRaś Zbigniew Wedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910349397303321Foundations of Intelligent Systems772565UNINA