Information Processing and Management of Uncertainty in Knowledge Based Systems 18th International Conference IPMU 2020 Lisbon Portugal June 15 19 2020 Proceedings Part III 1st edition by Marie Jeanne Lesot, Susana Vieira, Marek Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon Meunier, Ronald Yager 3030501532 9783030501532

Information Processing and Management of Uncertainty in Knowledge Based Systems 18th International Conference IPMU 2020 Lisbon Portugal June 15 19 2020 Proceedings Part III 1st edition by Marie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager – Ebook PDF Instant Download/DeliveryISBN:  3030501532, 9783030501532 

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ISBN-10 :  3030501532 

ISBN-13 :  9783030501532

Author:  Marie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager 

This three volume set (CCIS 1237-1239) constitutes the proceedings of the 18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2020, in June 2020. The conference was scheduled to take place in Lisbon, Portugal, at University of Lisbon, but due to COVID-19 pandemic it was held virtually. The 173 papers were carefully reviewed and selected from 213 submissions. The papers are organized in topical sections: homage to Enrique Ruspini; invited talks; foundations and mathematics; decision making, preferences and votes; optimization and uncertainty; games; real world applications; knowledge processing and creation; machine learning I; machine learning II;  XAI; image processing; temporal data processing; text analysis and processing; fuzzy interval analysis; theoretical and applied aspects of imprecise probabilities; similarities in artificial intelligence; belief function theory and its applications; aggregation: theory and practice; aggregation: pre-aggregation functions and other generalizations of monotonicity; aggregation: aggregation of different data structures; fuzzy methods in data mining and knowledge discovery; computational intelligence for logistics and transportation problems; fuzzy implication functions; soft methods in statistics and data analysis; image understanding and explainable AI; fuzzy and generalized quantifier theory; mathematical methods towards dealing with uncertainty in applied sciences; statistical image processing and analysis, with applications in neuroimaging; interval uncertainty; discrete models and computational intelligence; current techniques to model, process and describe time series; mathematical fuzzy logic and graded reasoning models; formal concept analysis, rough sets, general operators and related topics; computational intelligence methods in information modelling, representation and processing.

Information Processing and Management of Uncertainty in Knowledge Based Systems 18th International Conference IPMU 2020 Lisbon Portugal June 15 19 2020 Proceedings Part III 1st table of contents:

1. Soft Methods in Statistics and Data Analysis
2. Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond
3. Random Steinhaus Distances for Robust Syntax-Based Classification of Partially Inconsistent Linguistic Data
4. Possibilistic Bounds for Granular Counting
5. A Fuzzy Model for Interval-Valued Time Series Modeling and Application in Exchange Rate Forecasting
6. A Method to Generate Soft Reference Data for Topic Identification
7. SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models
8. Two-Sample Dispersion Problem for Fuzzy Data
9. Image Understanding and Explainable AI
10. Transparency of Classification Systems for Clinical Decision Support
11. Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms
12. Fuzzy and Generalized Quantifier Theory
13. Graded Decagon of Opposition with Fuzzy Quantifier-Based Concept-Forming Operators
14. Graded Cube of Opposition with Intermediate Quantifiers in Fuzzy Natural Logic
15. On the Properties of Intermediate Quantifiers and the Quantifier “MORE-THAN”
16. On Semantic Properties of Fuzzy Quantifiers over Fuzzy Universes: Restriction and Living on
17. Mathematical Methods Towards Dealing with Uncertainty in Applied Sciences
18. On the Relationship Among Relational Categories of Fuzzy Topological Structures
19. Interactive Fuzzy Fractional Differential Equation: Application on HIV Dynamics
20. HIV Dynamics Under Antiretroviral Treatment with Interactivity
21. On Categories of L-Fuzzifying Approximation Spaces, L-Fuzzifying Pretopological Spaces and L-Fuzzifying Closure Spaces
22. Measure of Lattice-Valued Direct F-transforms and Its Topological Interpretations
23. Gold Price: Trend-Cycle Analysis Using Fuzzy Techniques
24. On PSO-Based Approximation of Zadeh’s Extension Principle
25. On Uncertain Discontinuous Functions and Quasi-equilibrium in Some Economic Models
26. Nonlocal Laplace Operator in a Space with the Fuzzy Partition
27. A Comparison of Explanatory Measures in Abductive Inference
28. On Integral Transforms for Residuated Lattice-Valued Functions
29. Optimal Control Under Fuzzy Conditions for Dynamical Systems Associated with the Second Order Linear Differential Equations
30. Statistical Image Processing and Analysis, with Applications in Neuroimaging
31. High Dimensional Bayesian Regularization in Regressions Involving Symmetric Tensors
32. A Publicly Available, High Resolution, Unbiased CT Brain Template
33. Statistical Methods for Processing Neuroimaging Data from Two Different Sites with a Down Syndrome Population Application
34. Bayesian Image Analysis in Fourier Space Using Data-Driven Priors (DD-BIFS)
35. Covariate-Adjusted Hybrid Principal Components Analysis
36. Interval Uncertainty
37. On Statistics, Probability, and Entropy of Interval-Valued Datasets
38. A Computational Study on the Entropy of Interval-Valued Datasets from the Stock Market
39. Tolerance and Control Solutions of Two-Sided Interval Linear System and Their Applications
40. Dealing with Inconsistent Measurements in Inverse Problems: An Approach Based on Sets and Intervals
41. Enhancing the Efficiency of the Interval-Valued Fuzzy Rule-Based Classifier with Tuning and Rule Selection
42. Robust Predictive-Reactive Scheduling: An Information-Based Decision Tree Model
43. Orders Preserving Convexity Under Intersections for Interval-Valued Fuzzy Sets
44. Discrete Models and Computational Intelligence
45. Improvements on the Convergence and Stability of Fuzzy Grey Cognitive Maps
46. Group Definition Based on Flow in Community Detection
47. Fuzzy Temporal Graphs and Sequence Modelling in Scheduling Problem
48. Current Techniques to Model, Process and Describe Time Series
49. Predicting S&P500 Monthly Direction with Informed Machine Learning
50. A Fuzzy Approach for Similarity Measurement in Time Series, Case Study for Stocks
51. Fuzzy k-NN Based Classifiers for Time Series with Soft Labels
52. Mathematical Fuzzy Logic and Graded Reasoning Models
53. Converting Possibilistic Networks by Using Uncertain Gates
54. Depth-Bounded Approximations of Probability
55. Unification in Łukasiewicz Logic with a Finite Number of Variables
56. Two Dualities for Weakly Pseudo-complemented quasi-Kleene Algebras
57. On the Logic of Left-Continuous t-Norms and Right-Continuous t-Conorms
58. Automorphism Groups of Finite BL-Algebras
59. Fuzzy Neighborhood Semantics for Multi-agent Probabilistic Reasoning in Games
60. Formal Concept Analysis, Rough Sets, General Operators and Related Topics
61. Towards a Logic-Based View of Some Approaches to Classification Tasks
62. Fuzzy Relational Mathematical Morphology: Erosion and Dilation
63. Isotone -Fuzzy Formal Concept Analysis and -Valued Fuzzy Measures and Integrals
64. Galois Connections Between Unbalanced Structures in a Fuzzy Framework
65. Impact of Local Congruences in Attribute Reduction
66. Towards a Classification of Rough Set Bireducts
67. Computational Intelligence Methods in Information Modelling, Representation and Processing
68. Fast Convergence of Competitive Spiking Neural Networks with Sample-Based Weight Initialization
69. Intelligent Detection of Information Outliers Using Linguistic Summaries with Non-monotonic Quantifiers
70. Network of Fuzzy Comparators for Ovulation Window Prediction
71. Contextualizing Naive Bayes Predictions

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