LEADER 04211nam 22006255 450 001 9910580137003321 005 20251113200821.0 010 $a3-031-08971-5 024 7 $a10.1007/978-3-031-08971-8 035 $a(MiAaPQ)EBC7029173 035 $a(Au-PeEL)EBL7029173 035 $a(CKB)24148302200041 035 $a(PPN)263898253 035 $a(OCoLC)1336494776 035 $a(DE-He213)978-3-031-08971-8 035 $a(EXLCZ)9924148302200041 100 $a20220625d2022 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 $e19th International Conference, IPMU 2022, Milan, Italy, July 11?15, 2022, Proceedings, Part I /$fedited by Davide Ciucci, Inés Couso, Jesús Medina, Dominik ?l?zak, Davide Petturiti, Bernadette Bouchon-Meunier, Ronald R. Yager 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (825 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1601 311 08$aPrint version: Ciucci, Davide Information Processing and Management of Uncertainty in Knowledge-Based Systems Cham : Springer International Publishing AG,c2022 9783031089701 327 $aAggregation Theory Beyond the Unit Interval -- Formal Concept Analysis and Uncertainty -- Fuzzy Implication Functions -- Fuzzy Mathematical Analysis and its Applications -- Generalized Sets and Operators -- Information Fusion Techniques based on Aggregation Functions, Pre-aggregation Functions, and their Generalizations -- Interval Uncertainty -- Knowledge Acquisition, Representation and Reasoning -- Logical Structures of Opposition and Logical Syllogisms -- Mathematical Fuzzy Logics -- Theoretical and Applied Aspects of Imprecise Probabilities. 330 $aThis two-volume set (CCIS 1601-1602) constitutes the proceedings of the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2021, held in Milan, Italy, in July 2022. The 124 papers were carefully reviewed and selected from 188 submissions. The papers are organized in topical sections as follows: aggregation theory beyond the unit interval; formal concept analysis and uncertainty; fuzzy implication functions; fuzzy mathematical analysis and its applications; generalized sets and operators; information fusion techniques based on aggregation functions, pre-aggregation functions, and their generalizations; interval uncertainty; knowledge acquisition, representation and reasoning; logical structures of opposition and logical syllogisms; mathematical fuzzy logics; theoretical and applied aspects of imprecise probabilities; data science and machine learning; decision making modeling and applications; e-health; fuzzy methods in data mining and knowledge discovery; soft computing and artificia intelligence techniques in image processing; soft methods in statistics and data analysis; uncertainty, heterogeneity, reliability and explainability in AI; weak and cautious supervised learning. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1601 606 $aArtificial intelligence 606 $aMachine theory 606 $aComputer engineering 606 $aComputer networks 606 $aArtificial Intelligence 606 $aFormal Languages and Automata Theory 606 $aComputer Engineering and Networks 615 0$aArtificial intelligence. 615 0$aMachine theory. 615 0$aComputer engineering. 615 0$aComputer networks. 615 14$aArtificial Intelligence. 615 24$aFormal Languages and Automata Theory. 615 24$aComputer Engineering and Networks. 676 $a006.33 676 $a006.33 702 $aCiucci$b Davide 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910580137003321 996 $aInformation Processing and Management of Uncertainty in Knowledge-Based Systems$91942968 997 $aUNINA