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Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations = 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part II /

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. Theory and Foundations/ edited by Jesús Medina, Manuel Ojeda-Aciego, José Luis Verdegay, David A. Pelta, Inma P. Cabrera, Bernadette Bouchon-Meunier, Ronald R. Yager.
其他題名:	17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part II /
其他作者:	Medina, Jesús.
面頁冊數:	XX, 766 p. 178 illus.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial intelligence. -
電子資源:	https://doi.org/10.1007/978-3-319-91476-3
ISBN:	9783319914763

Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations = 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part II /
Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part II /[electronic resource] :edited by Jesús Medina, Manuel Ojeda-Aciego, José Luis Verdegay, David A. Pelta, Inma P. Cabrera, Bernadette Bouchon-Meunier, Ronald R. Yager. - 1st ed. 2018. - XX, 766 p. 178 illus.online resource. - Communications in Computer and Information Science,8541865-0929 ;. - Communications in Computer and Information Science,498.

Advances on Explainable Artificial Intelligence -- Aggregation Operators, Fuzzy Metrics and Applications -- Belief Function Theory and its Applications -- Current Techniques to Model, Process and Describe Time Series -- Discrete Models and Computational Intelligence -- Formal Concept Analysis and Uncertainty -- Fuzzy Implication Functions -- Fuzzy Logic and Artificial Intelligence Problems -- Fuzzy Mathematical Analysis and Applications -- Fuzzy Methods in Data Mining and Knowledge Discovery -- Fuzzy Transforms: Theory and Applications to Data Analysis and Image Processing -- Imprecise Probabilities: Foundations and Applications -- Mathematical Fuzzy Logic, Mathematical Morphology -- Measures of Comparison and Entropies for Fuzzy Sets and Their Extensions -- New Trends in Data Aggregation -- Pre-aggregation Functions and Generalized Forms of Monotonicity -- Rough and Fuzzy Similarity Modelling Tools -- Soft Computing for Decision Making in Uncertainty -- Soft Computing in Information Retrieval and Sentiment Analysis -- Tri-partitions and Uncertainty -- Decision Making Modeling and Applications -- Logical Methods in Mining Knowledge from Big Data -- Metaheuristics and Machine Learning -- Optimization Models for Modern Analytics -- Uncertainty in Medicine -- Uncertainty in Video/Image Processing (UVIP) -- General Track. .

This three volume set (CCIS 853-855) constitutes the proceedings of the 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2017, held in Cádiz, Spain, in June 2018. The 193 revised full papers were carefully reviewed and selected from 383 submissions. The papers are organized in topical sections on advances on explainable artificial intelligence; aggregation operators, fuzzy metrics and applications; belief function theory and its applications; current techniques to model, process and describe time series; discrete models and computational intelligence; formal concept analysis and uncertainty; fuzzy implication functions; fuzzy logic and artificial intelligence problems; fuzzy mathematical analysis and applications; fuzzy methods in data mining and knowledge discovery; fuzzy transforms: theory and applications to data analysis and image processing; imprecise probabilities: foundations and applications; mathematical fuzzy logic, mathematical morphology; measures of comparison and entropies for fuzzy sets and their extensions; new trends in data aggregation; pre-aggregation functions and generalized forms of monotonicity; rough and fuzzy similarity modelling tools; soft computing for decision making in uncertainty; soft computing in information retrieval and sentiment analysis; tri-partitions and uncertainty; decision making modeling and applications; logical methods in mining knowledge from big data; metaheuristics and machine learning; optimization models for modern analytics; uncertainty in medicine; uncertainty in Video/Image Processing (UVIP).

ISBN: 9783319914763

Standard No.: 10.1007/978-3-319-91476-3doiSubjects--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. Theory and Foundations = 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part II /
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