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 I - Softcover

Softcover

ISBN 10: 331991474X ISBN 13: 9783319914749

Publisher: Springer, 2018

Synopsis

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. 

Edition details

• Publisher: Springer
• Publication date: 2018
• Language: English
• ISBN 10: 331991474X
• ISBN 13: 9783319914749
• Binding: Paperback