
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
Springer (Publisher)
Published on 18. May 2018
Book
Paperback/Softback
XLIV, 806 pages
978-3-319-91472-5 (ISBN)
Description
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).
More details
Series
Edition
2018 ed.
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
174 s/w Abbildungen
XLIV, 806 p. 174 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 46 mm
Weight
1264 gr
ISBN-13
978-3-319-91472-5 (9783319914725)
DOI
10.1007/978-3-319-91473-2
Schweitzer Classification
Other editions
Additional editions

Jesús Medina | Manuel Ojeda-Aciego | José Luis Verdegay
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
E-Book
05/2018
Springer
€106.99
Available for download
Content
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.