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Information processing and management of uncertainty in knowledge-based systems = theory and foundations : 17th International Conference, IPMU 2018, Cadiz, Spain, June 11-15, 2018 : proceedings.. Part I /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Information processing and management of uncertainty in knowledge-based systems/ edited by Jesus Medina ... [et al.].
Reminder of title:	theory and foundations : 17th International Conference, IPMU 2018, Cadiz, Spain, June 11-15, 2018 : proceedings.
remainder title:	IPMU 2018
other author:	Medina, Jesus.
corporate name:	Workshop on the Preservation of Stability under Discretization
Published:	Cham :Springer International Publishing : : 2018.,
Description:	xliv, 806 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Expert systems (Computer science) -
Online resource:	http://dx.doi.org/10.1007/978-3-319-91473-2
ISBN:	9783319914732

Information processing and management of uncertainty in knowledge-based systems = theory and foundations : 17th International Conference, IPMU 2018, Cadiz, Spain, June 11-15, 2018 : proceedings.. Part I /
Information processing and management of uncertainty in knowledge-based systemstheory and foundations : 17th International Conference, IPMU 2018, Cadiz, Spain, June 11-15, 2018 : proceedings.Part I /[electronic resource] :IPMU 2018edited by Jesus Medina ... [et al.]. - Cham :Springer International Publishing :2018. - xliv, 806 p. :ill., digital ;24 cm. - Communications in computer and information science,8531865-0929 ;. - Communications in computer and information science ;311..

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 Cadiz, 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: 9783319914732

Standard No.: 10.1007/978-3-319-91473-2doiSubjects--Topical Terms:

528125
Expert systems (Computer science)

LC Class. No.: QA76.76.E95

Dewey Class. No.: 006.33

Information processing and management of uncertainty in knowledge-based systems = theory and foundations : 17th International Conference, IPMU 2018, Cadiz, Spain, June 11-15, 2018 : proceedings.. Part I /
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