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Computational Intelligence for Knowledge-Based Systems Design

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Cover of 'Computational Intelligence for Knowledge-Based Systems Design'

Table of Contents

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    Book Overview
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    Chapter 1 Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View
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    Chapter 2 A Stochastic Treatment of Similarity
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    Chapter 3 Order-Based Equivalence Degrees for Similarity and Distance Measures
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    Chapter 4 Comparing Partitions by Subset Similarities
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    Chapter 5 Finitely Valued Indistinguishability Operators
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    Chapter 6 Discovering Rules-Based Similarity in Microarray Data
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    Chapter 7 Fuzzy Clustering of Incomplete Data Based on Cluster Dispersion
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    Chapter 8 Automatic Detection of Active Region on EUV Solar Images Using Fuzzy Clustering
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    Chapter 9 Computational Intelligence for Knowledge-Based Systems Design
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    Chapter 10 Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning
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    Chapter 11 Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints
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    Chapter 12 Web Page Classification: A Probabilistic Model with Relational Uncertainty
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    Chapter 13 Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels
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    Chapter 14 A K-Nearest Neighbours Method Based on Lower Previsions
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    Chapter 15 Fuzzy Probabilities: Tentative Discussions on the Mathematical Concepts
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    Chapter 16 On Dealing with Imprecise Information in a Content Based Image Retrieval System
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    Chapter 17 An Extension of Stochastic Dominance to Fuzzy Random Variables
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    Chapter 18 Correlation of Intuitionistic Fuzzy Sets
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    Chapter 19 A Correlation Ratio for Possibility Distributions
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    Chapter 20 On Nonparametric Predictive Inference for Ordinal Data
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    Chapter 21 Using Cloudy Kernels for Imprecise Linear Filtering
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    Chapter 22 Peakedness and Generalized Entropy for Continuous Density Functions
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    Chapter 23 The Most Representative Utility Function for Non-Additive Robust Ordinal Regression
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    Chapter 24 Alternative Normalization Schemas for Bayesian Confirmation Measures
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    Chapter 25 Gender and Age Estimation from Synthetic Face Images
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    Chapter 26 Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity
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    Chapter 27 Possibility Theory and Formal Concept Analysis: Context Decomposition and Uncertainty Handling
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    Chapter 28 A Parallel between Extended Formal Concept Analysis and Bipartite Graphs Analysis
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    Chapter 29 Negotiation as Creative Social Interaction Using Concept Hierarchies
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    Chapter 30 Estimating Top-k Destinations in Data Streams
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    Chapter 31 A Data Mining Algorithm for Inducing Temporal Constraint Networks
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    Chapter 32 Analysis of the Time Evolution of Scientograms Using the Subdue Graph Mining Algorithm
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    Chapter 33 Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns
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    Chapter 34 Time Series Comparison Using Linguistic Fuzzy Techniques
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    Chapter 35 Granular Approach for Evolving System Modeling
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    Chapter 36 Data Mining in Precision Agriculture: Management of Spatial Information
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    Chapter 37 Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis
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    Chapter 38 Dispersion Estimates for Telecommunications Fraud
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    Chapter 39 The Link Prediction Problem in Bipartite Networks
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    Chapter 40 Symmetrization of Modular Aggregation Functions
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    Chapter 41 Smooth Aggregation Functions on Finite Scales
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    Chapter 42 Dual Representable Aggregation Functions and Their Derived S-Implications
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    Chapter 43 Aggregation Functions with Stronger Types of Monotonicity
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    Chapter 44 Some Remarks on the Characterization of Idempotent Uninorms
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    Chapter 45 On the Median and Its Extensions
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    Chapter 46 Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition
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    Chapter 47 Using Uncertainty Information to Combine Soft Classifications
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    Chapter 48 Performance Evaluation of a Fusion System Devoted to Image Interpretation
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    Chapter 49 A New Adaptive Consensus Reaching Process Based on the Experts’ Importance
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    Chapter 50 On the Robustness for the Choquet Integral
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    Chapter 51 Explicit Descriptions of Bisymmetric Sugeno Integrals
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    Chapter 52 Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral
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    Chapter 53 Choquet Integration on Set Systems
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    Chapter 54 Necessity-Based Choquet Integrals for Sequential Decision Making under Uncertainty
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    Chapter 55 A Fuzzy-Rule-Based Approach to Contextual Preference Queries
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    Chapter 56 Extracting and Modelling Preferences from Dialogue
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    Chapter 57 Argumentation Framework with Fuzzy Preference Relations
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    Chapter 58 An Algorithm for Generating Consistent and Transitive Approximations of Reciprocal Preference Relations
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    Chapter 59 Preference Modeling and Model Management for Interactive Multi-objective Evolutionary Optimization
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    Chapter 60 Dominance-Based Rough Set Approach to Preference Learning from Pairwise Comparisons in Case of Decision under Uncertainty
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    Chapter 61 Trimming Plethoric Answers to Fuzzy Queries: An Approach Based on Predicate Correlation
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    Chapter 62 Searching Aligned Groups of Objects with Fuzzy Criteria
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    Chapter 63 How to Translate Words into Numbers? A Fuzzy Approach for the Numerical Translation of Verbal Probabilities
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    Chapter 64 Plateau Regions: An Implementation Concept for Fuzzy Regions in Spatial Databases and GIS
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    Chapter 65 Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method
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    Chapter 66 Cytoplasm Contour Approximation Based on Color Fuzzy Sets and Color Gradient
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    Chapter 67 Keeping Secrets in Possibilistic Knowledge Bases with Necessity-Valued Privacy Policies
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    Chapter 68 Inference with Fuzzy and Probabilistic Information
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    Chapter 69 Modelling Patterns of Evidence in Bayesian Networks: A Case-Study in Classical Swine Fever
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    Chapter 70 An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data
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    Chapter 71 Conflicts within and between Belief Functions
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    Chapter 72 Consonant Continuous Belief Functions Conflicts Calculation
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    Chapter 73 Credal Sets Approximation by Lower Probabilities: Application to Credal Networks
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    Chapter 74 Rule Discovery Process Based on Rough Sets under the Belief Function Framework
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    Chapter 75 Independent Natural Extension
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    Chapter 76 On Elementary Extensions in Fuzzy Predicate Logics
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    Chapter 77 Logical Proportions – Typology and Roadmap
Attention for Chapter 22: Peakedness and Generalized Entropy for Continuous Density Functions
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Chapter title
Peakedness and Generalized Entropy for Continuous Density Functions
Chapter number 22
Book title
Computational Intelligence for Knowledge-Based Systems Design
Published by
Springer, Berlin, Heidelberg, June 2010
DOI 10.1007/978-3-642-14049-5_22
Book ISBNs
978-3-64-214048-8, 978-3-64-214049-5
Authors

Inés Couso, Didier Dubois

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 4 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 4 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 25%
Researcher 1 25%
Unknown 2 50%
Readers by discipline Count As %
Computer Science 1 25%
Unknown 3 75%