Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications
17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part III
Editors: Medina, J., Ojeda-Aciego, M., Verdegay, J.L., Perfilieva, I., Bouchon-Meunier, B., Yager, R.R. (Eds.)
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- About this book
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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).
- Table of contents (62 chapters)
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On the Structure of Acyclic Binary Relations
Pages 3-15
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A Comparison Between NARX Neural Networks and Symbolic Regression: An Application for Energy Consumption Forecasting
Pages 16-27
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Fuzzy Relational Compositions Can Be Useful for Customers Credit Scoring in Financial Industry
Pages 28-39
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Two-Sample Dispersion Tests for Interval-Valued Data
Pages 40-51
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Ideal and Real Party Positions in the 2015–2016 Spanish General Elections
Pages 52-62
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Table of contents (62 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications
- Book Subtitle
- 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part III
- Editors
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- Jesús Medina
- Manuel Ojeda-Aciego
- José Luis Verdegay
- Irina Perfilieva
- Bernadette Bouchon-Meunier
- Ronald R. Yager
- Series Title
- Communications in Computer and Information Science
- Series Volume
- 855
- Copyright
- 2018
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG, part of Springer Nature
- eBook ISBN
- 978-3-319-91479-4
- DOI
- 10.1007/978-3-319-91479-4
- Softcover ISBN
- 978-3-319-91478-7
- Series ISSN
- 1865-0929
- Edition Number
- 1
- Number of Pages
- XX, 764
- Number of Illustrations
- 176 b/w illustrations
- Topics
