Information processing and management of uncertainty in knowledge-based systems : 19th International Conference, IPMU 2022, Milan, Italy, July 11-15, 2022, proceedings. Part II / Davide Ciucci [and six others] (eds.).
2022
QA76.76.E95
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Title
Information processing and management of uncertainty in knowledge-based systems : 19th International Conference, IPMU 2022, Milan, Italy, July 11-15, 2022, proceedings. Part II / Davide Ciucci [and six others] (eds.).
ISBN
9783031089749 (electronic bk.)
303108974X (electronic bk.)
9783031089732
3031089731
303108974X (electronic bk.)
9783031089732
3031089731
Published
Cham, Switzerland : Springer, 2022.
Language
English
Description
1 online resource.
Other Standard Identifiers
10.1007/978-3-031-08974-9 doi
Call Number
QA76.76.E95
Dewey Decimal Classification
006.3/3
Summary
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.
Note
Selected conference papers.
Includes author index.
Includes author index.
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Access limited to authorized users.
Source of Description
Description based on print version record.
Added Author
Ciucci, Davide, editor.
Series
Communications in computer and information science ; 1602.
Available in Other Form
Information processing and management of uncertainty in knowledge-based systems : Part II.
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Table of Contents
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.
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.