LEADER 04592nam 22007935 450 001 9910580173203321 005 20251113185712.0 010 $a3-031-08974-X 024 7 $a10.1007/978-3-031-08974-9 035 $a(CKB)5700000000100493 035 $a(MiAaPQ)EBC7029184 035 $a(Au-PeEL)EBL7029184 035 $a(PPN)26389827X 035 $a(OCoLC)1336494870 035 $a(DE-He213)978-3-031-08974-9 035 $a(EXLCZ)995700000000100493 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 $e19th International Conference, IPMU 2022, Milan, Italy, July 11?15, 2022, Proceedings, Part II /$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 (807 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1602 311 08$a3-031-08973-1 327 $aData 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. 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,$x1865-0937 ;$v1602 606 $aArtificial intelligence 606 $aComputer engineering 606 $aComputer networks 606 $aMachine theory 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aNumerical analysis 606 $aSocial sciences$xData processing 606 $aArtificial Intelligence 606 $aComputer Engineering and Networks 606 $aFormal Languages and Automata Theory 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aNumerical Analysis 606 $aComputer Application in Social and Behavioral Sciences 615 0$aArtificial intelligence. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aMachine theory. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aNumerical analysis. 615 0$aSocial sciences$xData processing. 615 14$aArtificial Intelligence. 615 24$aComputer Engineering and Networks. 615 24$aFormal Languages and Automata Theory. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aNumerical Analysis. 615 24$aComputer Application in Social and Behavioral Sciences. 676 $a006.33 676 $a006.33 702 $aCiucci$b Davide 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910580173203321 996 $aInformation Processing and Management of Uncertainty in Knowledge-Based Systems$91942968 997 $aUNINA