LEADER 07266nam 22007815 450 001 996465352303316 005 20200703124448.0 010 $a3-030-50153-1 024 7 $a10.1007/978-3-030-50153-2 035 $a(CKB)5280000000218581 035 $a(MiAaPQ)EBC6221592 035 $a(DE-He213)978-3-030-50153-2 035 $a(PPN)248593218 035 $a(EXLCZ)995280000000218581 100 $a20200605d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInformation Processing and Management of Uncertainty in Knowledge-Based Systems$b[electronic resource] $e18th International Conference, IPMU 2020, Lisbon, Portugal, June 15?19, 2020, Proceedings, Part III /$fedited by Marie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, Joćo Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (839 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0929 ;$v1239 311 $a3-030-50152-3 327 $aHomage to Enrique Ruspini -- Invited Talks -- Foundations and Mathematics -- Decision Making, Preferences and Votes -- Optimization and Uncertainty. ?Games -- Real World Applications -- Knowledge Processing and Creation -- Machine Learning I -- Machine Learning II. ? XAI -- Image Processing -- Temporal Data Processing -- Text Analysis and Processing -- Fuzzy Interval Analysis -- Theoretical and Applied Aspects of Imprecise Probabilities -- Similarities in Artifcial Intelligence -- Belief Function Theory and its Applications -- Aggregation: Theory and Practice -- Aggregation: Pre-aggregation Functions and other Generalizations of Monotonicity -- Aggregation: Aggregation of Di erent Data Structures -- Fuzzy methods in Data Mining and Knowledge Discovery -- Computational Intelligence for Logistics and Transportation Problems -- Fuzzy Implication Functions -- Soft Methods in Statistics and Data Analysis -- Image Understanding and Explainable AI -- Fuzzy and Generalized Quantifer Theory -- Mathematical Methods Towards Dealing with Uncertainty in Applied Sciences -- Statistical Image Processing and Analysis, with Applications in Neuroimaging -- Interval Uncertainty -- Discrete Models and Computational Intelligence -- Current Techniques to Model, Process and Describe Time Series -- Mathematical Fuzzy Logic and Graded Reasoning Models -- Formal Concept Analysis, Rough Sets, General Operators and Related Topics -- Computational Intelligence Methods in Information Modelling, Representation and Processing. 330 $aThis three volume set (CCIS 1237-1239) constitutes the proceedings of the 18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2020, in June 2020. The conference was scheduled to take place in Lisbon, Portugal, at University of Lisbon, but due to COVID-19 pandemic it was held virtually. The 173 papers were carefully reviewed and selected from 213 submissions. The papers are organized in topical sections: homage to Enrique Ruspini; invited talks; foundations and mathematics; decision making, preferences and votes; optimization and uncertainty; games; real world applications; knowledge processing and creation; machine learning I; machine learning II; XAI; image processing; temporal data processing; text analysis and processing; fuzzy interval analysis; theoretical and applied aspects of imprecise probabilities; similarities in artificial intelligence; belief function theory and its applications; aggregation: theory and practice; aggregation: pre-aggregation functions and other generalizations of monotonicity; aggregation: aggregation of different data structures; fuzzy methods in data mining and knowledge discovery; computational intelligence for logistics and transportation problems; fuzzy implication functions; soft methods in statistics and data analysis; image understanding and explainable AI; fuzzy and generalized quantifier theory; mathematical methods towards dealing with uncertainty in applied sciences; statistical image processing and analysis, with applications in neuroimaging; interval uncertainty; discrete models and computational intelligence; current techniques to model, process and describe time series; mathematical fuzzy logic and graded reasoning models; formal concept analysis, rough sets, general operators and related topics; computational intelligence methods in information modelling, representation and processing. 410 0$aCommunications in Computer and Information Science,$x1865-0929 ;$v1239 606 $aArtificial intelligence 606 $aComputer science?Mathematics 606 $aMathematical logic 606 $aApplication software 606 $aComputer organization 606 $aOptical data processing 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aMathematics of Computing$3https://scigraph.springernature.com/ontologies/product-market-codes/I17001 606 $aMathematical Logic and Formal Languages$3https://scigraph.springernature.com/ontologies/product-market-codes/I16048 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aComputer Systems Organization and Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13006 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22005 615 0$aArtificial intelligence. 615 0$aComputer science?Mathematics. 615 0$aMathematical logic. 615 0$aApplication software. 615 0$aComputer organization. 615 0$aOptical data processing. 615 14$aArtificial Intelligence. 615 24$aMathematics of Computing. 615 24$aMathematical Logic and Formal Languages. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aComputer Systems Organization and Communication Networks. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 676 $a006.33 702 $aLesot$b Marie-Jeanne$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aVieira$b Susana$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aReformat$b Marek Z$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCarvalho$b Joćo Paulo$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aWilbik$b Anna$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBouchon-Meunier$b Bernadette$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aYager$b Ronald R$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465352303316 996 $aInformation Processing and Management of Uncertainty in Knowledge-Based Systems$91942968 997 $aUNISA