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Information Processing and Management of Uncertainty in Knowledge-Based Systems = 19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part I /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Information Processing and Management of Uncertainty in Knowledge-Based Systems/ edited by Davide Ciucci, Inés Couso, Jesús Medina, Dominik Ślęzak, Davide Petturiti, Bernadette Bouchon-Meunier, Ronald R. Yager.
其他題名:	19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part I /
其他作者:	Ciucci, Davide.
面頁冊數:	XXVI, 816 p. 160 illus., 61 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial intelligence. -
電子資源:	https://doi.org/10.1007/978-3-031-08971-8
ISBN:	9783031089718

Information Processing and Management of Uncertainty in Knowledge-Based Systems = 19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part I /
Information Processing and Management of Uncertainty in Knowledge-Based Systems19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part I /[electronic resource] :edited by Davide Ciucci, Inés Couso, Jesús Medina, Dominik Ślęzak, Davide Petturiti, Bernadette Bouchon-Meunier, Ronald R. Yager. - 1st ed. 2022. - XXVI, 816 p. 160 illus., 61 illus. in color.online resource. - Communications in Computer and Information Science,16011865-0937 ;. - Communications in Computer and Information Science,498.

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.

This 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.

ISBN: 9783031089718

Standard No.: 10.1007/978-3-031-08971-8doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Information Processing and Management of Uncertainty in Knowledge-Based Systems = 19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part I /
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