Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications: 17th International Conference, IPMU 2018, C diz, Spain, June 11-15, 2018, Proceedings, Part III

Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications: 17th International Conference, IPMU 2018, C diz, Spain, June 11-15, 2018, Proceedings, Part III

Paperback(1st ed. 2018)

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Product Details

ISBN-13: 9783319914787
Publisher: Springer International Publishing
Publication date: 05/18/2018
Series: Communications in Computer and Information Science , #855
Edition description: 1st ed. 2018
Pages: 764
Product dimensions: 6.10(w) x 9.25(h) x (d)

Table of Contents

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.

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