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E-raamat: 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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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 ISuurem pilt
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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).
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 Retrievaland 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. 
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