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Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations

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Table of Contents

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    Book Overview
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    Chapter 1 A Bibliometric Analysis of the Explainable Artificial Intelligence Research Field
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    Chapter 2 Do Hierarchical Fuzzy Systems Really Improve Interpretability?
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    Chapter 3 Human Players Versus Computer Games Bots: A Turing Test Based on Linguistic Description of Complex Phenomena and Restricted Equivalence Functions
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    Chapter 4 Reinterpreting Interpretability for Fuzzy Linguistic Descriptions of Data
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    Chapter 5 Personality Determination of an Individual Through Neural Networks
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    Chapter 6 Fuzzy Rule Learning for Material Classification from Imprecise Data
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    Chapter 7 Tell Me Why: Computational Explanation of Conceptual Similarity Judgments
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    Chapter 8 Multi-operator Decision Trees for Explainable Time-Series Classification
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    Chapter 9 Comparison-Based Inverse Classification for Interpretability in Machine Learning
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    Chapter 10 Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning
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    Chapter 11 Mapping Utilities to Transitive Preferences
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    Chapter 12 Mortality Rates Smoothing Using Mixture Function
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    Chapter 13 Aggregation Functions Based on Deviations
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    Chapter 14 Nullnorms and T-Operators on Bounded Lattices: Coincidence and Differences
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    Chapter 15 Steinhaus Transforms of Fuzzy String Distances in Computational Linguistics
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    Chapter 16 Merging Information Using Uncertain Gates: An Application to Educational Indicators
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    Chapter 17 On the Use of Fuzzy Preorders in Multi-robot Task Allocation Problem
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    Chapter 18 On the Problem of Aggregation of Partial T-Indistinguishability Operators
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    Chapter 19 Size-Based Super Level Measures on Discrete Space
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    Chapter 20 What Is the Aggregation of a Partial Metric and a Quasi-metric?
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    Chapter 21 Generalized Farlie-Gumbel-Morgenstern Copulas
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    Chapter 22 Extracting Decision Rules from Qualitative Data via Sugeno Utility Functionals
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    Chapter 23 Image Feature Extraction Using OD-Monotone Functions
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    Chapter 24 Applying Suitability Distributions in a Geological Context
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    Chapter 25 Metrics for Tag Cloud Evaluation
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    Chapter 26 Evidential Bagging: Combining Heterogeneous Classifiers in the Belief Functions Framework
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    Chapter 27 Uninorms That Are Neither Conjunctive Nor Disjunctive on Bounded Lattices
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    Chapter 28 On the Migrativity Property for Uninorms and Nullnorms
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    Chapter 29 Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms
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    Chapter 30 Application of Aggregation Operators to Assess the Credibility of User-Generated Content in Social Media
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    Chapter 31 Measuring Features Strength in Probabilistic Classification
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    Chapter 32 DETD: Dynamic Policy for Case Base Maintenance Based on E K -NNclus Algorithm and Case Types Detection
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    Chapter 33 Ensemble Enhanced Evidential k -NN Classifier Through Rough Set Reducts
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    Chapter 34 Towards a Hybrid User and Item-Based Collaborative Filtering Under the Belief Function Theory
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    Chapter 35 Evidential Top- k Queries Evaluation: Algorithms and Experiments
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    Chapter 36 Independence of Sources in Social Networks
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    Chapter 37 Forecasting Energy Demand by Clustering Smart Metering Time Series
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    Chapter 38 Linguistic Description of the Evolution of Stress Level Using Fuzzy Deformable Prototypes
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    Chapter 39 Model Averaging Approach to Forecasting the General Level of Mortality
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    Chapter 40 Robust On-Line Streaming Clustering
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    Chapter 41 T-Overlap Functions: A Generalization of Bivariate Overlap Functions by t-Norms
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    Chapter 42 On the Existence and Uniqueness of Fixed Points of Fuzzy Cognitive Maps
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    Chapter 43 Searching Method of Fuzzy Internally Stable Set as Fuzzy Temporal Graph Invariant
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    Chapter 44 Prioritisation of Nielsen’s Usability Heuristics for User Interface Design Using Fuzzy Cognitive Maps
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    Chapter 45 Discrete Bacterial Memetic Evolutionary Algorithm for the Time Dependent Traveling Salesman Problem
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    Chapter 46 Study of the Relevance of Objects and Attributes of L -fuzzy Contexts Using Overlap Indexes
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    Chapter 47 FCA Attribute Reduction in Information Systems
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    Chapter 48 Reliability Improvement of Odour Detection Thresholds Bibliographic Data
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    Chapter 49 Formal Concept Analysis and Structures Underlying Quantum Logics
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    Chapter 50 Directness in Fuzzy Formal Concept Analysis
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    Chapter 51 Formal Independence Analysis
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    Chapter 52 Fuzzy Boundary Weak Implications
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    Chapter 53 On Linear and Quadratic Constructions of Fuzzy Implication Functions
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    Chapter 54 On the Characterization of a Family of Generalized Yager’s Implications
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    Chapter 55 Generalized Modus Ponens for ( U ,  N )-implications
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    Chapter 56 Dependencies Between Some Types of Fuzzy Equivalences
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    Chapter 57 Selected Properties of Generalized Hypothetical Syllogism Including the Case of R-implications
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    Chapter 58 Interval Type-2 Intuitionistic Fuzzy Logic Systems - A Comparative Evaluation
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    Chapter 59 Artificial Neural Networks and Fuzzy Logic for Specifying the Color of an Image Using Munsell Soil-Color Charts
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    Chapter 60 Fuzzy Extensions of Conceptual Structures of Comparison
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    Chapter 61 New Negations on the Type-2 Membership Degrees
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    Chapter 62 First Steps Towards Harnessing Partial Functions in Fuzzy Type Theory
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    Chapter 63 On Hash Bipolar Division: An Enhanced Processing of Novel and Conventional Forms of Bipolar Division
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    Chapter 64 A 2D-Approach Towards the Detection of Distress Using Fuzzy K-Nearest Neighbor
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    Chapter 65 Modified Methods of Capital Budgeting Under Uncertainties: An Approach Based on Fuzzy Numbers and Interval Arithmetic
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    Chapter 66 Solving Job-Shop Scheduling Problems with Fuzzy Processing Times and Fuzzy Due Dates
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Title
Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations
Published by
Springer International Publishing, May 2018
DOI 10.1007/978-3-319-91473-2
ISBNs
978-3-31-991472-5, 978-3-31-991473-2
Editors

Medina, Jesús, Ojeda-Aciego, Manuel, Verdegay, José Luis, Pelta, David A., Cabrera, Inma P., Bouchon-Meunier, Bernadette, Yager, Ronald R.

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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 16 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 16 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 6 38%
Student > Doctoral Student 2 13%
Student > Bachelor 2 13%
Lecturer 1 6%
Professor 1 6%
Other 3 19%
Unknown 1 6%
Readers by discipline Count As %
Computer Science 8 50%
Engineering 2 13%
Social Sciences 2 13%
Psychology 1 6%
Materials Science 1 6%
Other 1 6%
Unknown 1 6%