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Information Processing and Management of Uncertainty in Knowledge-Based Systems

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Cover of 'Information Processing and Management of Uncertainty in Knowledge-Based Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond
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    Chapter 2 Random Steinhaus Distances for Robust Syntax-Based Classification of Partially Inconsistent Linguistic Data
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    Chapter 3 Possibilistic Bounds for Granular Counting
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    Chapter 4 A Fuzzy Model for Interval-Valued Time Series Modeling and Application in Exchange Rate Forecasting
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    Chapter 5 A Method to Generate Soft Reference Data for Topic Identification
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    Chapter 6 SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models
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    Chapter 7 Two-Sample Dispersion Problem for Fuzzy Data
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    Chapter 8 Transparency of Classification Systems for Clinical Decision Support
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    Chapter 9 Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms
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    Chapter 10 Graded Decagon of Opposition with Fuzzy Quantifier-Based Concept-Forming Operators
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    Chapter 11 Graded Cube of Opposition with Intermediate Quantifiers in Fuzzy Natural Logic
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    Chapter 12 On the Properties of Intermediate Quantifiers and the Quantifier “MORE-THAN”
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    Chapter 13 On Semantic Properties of Fuzzy Quantifiers over Fuzzy Universes: Restriction and Living on
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    Chapter 14 On the Relationship Among Relational Categories of Fuzzy Topological Structures
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    Chapter 15 Interactive Fuzzy Fractional Differential Equation: Application on HIV Dynamics
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    Chapter 16 HIV Dynamics Under Antiretroviral Treatment with Interactivity
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    Chapter 17 On Categories of L-Fuzzifying Approximation Spaces, L-Fuzzifying Pretopological Spaces and L-Fuzzifying Closure Spaces
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    Chapter 18 Measure of Lattice-Valued Direct F-transforms and Its Topological Interpretations
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    Chapter 19 Gold Price: Trend-Cycle Analysis Using Fuzzy Techniques
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    Chapter 20 On PSO-Based Approximation of Zadeh’s Extension Principle
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    Chapter 21 On Uncertain Discontinuous Functions and Quasi-equilibrium in Some Economic Models
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    Chapter 22 Nonlocal Laplace Operator in a Space with the Fuzzy Partition
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    Chapter 23 A Comparison of Explanatory Measures in Abductive Inference
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    Chapter 24 On Integral Transforms for Residuated Lattice-Valued Functions
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    Chapter 25 Optimal Control Under Fuzzy Conditions for Dynamical Systems Associated with the Second Order Linear Differential Equations
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    Chapter 26 High Dimensional Bayesian Regularization in Regressions Involving Symmetric Tensors
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    Chapter 27 A Publicly Available, High Resolution, Unbiased CT Brain Template
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    Chapter 28 Statistical Methods for Processing Neuroimaging Data from Two Different Sites with a Down Syndrome Population Application
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    Chapter 29 Bayesian Image Analysis in Fourier Space Using Data-Driven Priors (DD-BIFS)
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    Chapter 30 Covariate-Adjusted Hybrid Principal Components Analysis
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    Chapter 31 On Statistics, Probability, and Entropy of Interval-Valued Datasets
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    Chapter 32 A Computational Study on the Entropy of Interval-Valued Datasets from the Stock Market
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    Chapter 33 Tolerance and Control Solutions of Two-Sided Interval Linear System and Their Applications
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    Chapter 34 Dealing with Inconsistent Measurements in Inverse Problems: An Approach Based on Sets and Intervals
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    Chapter 35 Enhancing the Efficiency of the Interval-Valued Fuzzy Rule-Based Classifier with Tuning and Rule Selection
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    Chapter 36 Robust Predictive-Reactive Scheduling: An Information-Based Decision Tree Model
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    Chapter 37 Orders Preserving Convexity Under Intersections for Interval-Valued Fuzzy Sets
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    Chapter 38 Improvements on the Convergence and Stability of Fuzzy Grey Cognitive Maps
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    Chapter 39 Group Definition Based on Flow in Community Detection
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    Chapter 40 Fuzzy Temporal Graphs and Sequence Modelling in Scheduling Problem
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    Chapter 41 Predicting S&P500 Monthly Direction with Informed Machine Learning
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    Chapter 42 A Fuzzy Approach for Similarity Measurement in Time Series, Case Study for Stocks
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    Chapter 43 Fuzzy k-NN Based Classifiers for Time Series with Soft Labels
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    Chapter 44 Converting Possibilistic Networks by Using Uncertain Gates
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    Chapter 45 Depth-Bounded Approximations of Probability
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    Chapter 46 Unification in Łukasiewicz Logic with a Finite Number of Variables
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    Chapter 47 Two Dualities for Weakly Pseudo-complemented quasi-Kleene Algebras
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    Chapter 48 On the Logic of Left-Continuous t-Norms and Right-Continuous t-Conorms
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    Chapter 49 Automorphism Groups of Finite BL-Algebras
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    Chapter 50 Fuzzy Neighborhood Semantics for Multi-agent Probabilistic Reasoning in Games
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    Chapter 51 Towards a Logic-Based View of Some Approaches to Classification Tasks
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    Chapter 52 Fuzzy Relational Mathematical Morphology: Erosion and Dilation
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    Chapter 53 Isotone $${\mathcal L}$$-Fuzzy Formal Concept Analysis and $${\mathcal L}$$-Valued Fuzzy Measures and Integrals
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    Chapter 54 Galois Connections Between Unbalanced Structures in a Fuzzy Framework
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    Chapter 55 Impact of Local Congruences in Attribute Reduction
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    Chapter 56 Towards a Classification of Rough Set Bireducts
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    Chapter 57 Fast Convergence of Competitive Spiking Neural Networks with Sample-Based Weight Initialization
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    Chapter 58 Intelligent Detection of Information Outliers Using Linguistic Summaries with Non-monotonic Quantifiers
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    Chapter 59 Network of Fuzzy Comparators for Ovulation Window Prediction
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    Chapter 60 Contextualizing Naive Bayes Predictions
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Title
Information Processing and Management of Uncertainty in Knowledge-Based Systems
Published by
Springer International Publishing, January 2020
DOI 10.1007/978-3-030-50153-2
ISBNs
978-3-03-050152-5, 978-3-03-050153-2
Editors

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

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