Computational Intelligence for Knowledge-Based Systems Design: 13th International Conference on Information Processing and Management of Uncertainty, IPMU 2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings

Front Matter....Pages -
Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View....Pages 1-10
A Stochastic Treatment of Similarity....Pages 11-18
Order-Based Equivalence Degrees for Similarity and Distance Measures....Pages 19-28
Comparing Partitions by Subset Similarities....Pages 29-38
Finitely Valued Indistinguishability Operators....Pages 39-48
Discovering Rules-Based Similarity in Microarray Data....Pages 49-58
Fuzzy Clustering of Incomplete Data Based on Cluster Dispersion....Pages 59-68
Automatic Detection of Active Region on EUV Solar Images Using Fuzzy Clustering....Pages 69-78
On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers....Pages 79-88
Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning....Pages 89-98
Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints....Pages 99-108
Web Page Classification: A Probabilistic Model with Relational Uncertainty....Pages 109-118
Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels....Pages 119-128
A K-Nearest Neighbours Method Based on Lower Previsions....Pages 129-138
Fuzzy Probabilities: Tentative Discussions on the Mathematical Concepts....Pages 139-148
On Dealing with Imprecise Information in a Content Based Image Retrieval System....Pages 149-158
An Extension of Stochastic Dominance to Fuzzy Random Variables....Pages 159-168
Correlation of Intuitionistic Fuzzy Sets....Pages 169-177
A Correlation Ratio for Possibility Distributions....Pages 178-187
On Nonparametric Predictive Inference for Ordinal Data....Pages 188-197
Data Mining in Precision Agriculture: Management of Spatial Information....Pages 350-359
Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis....Pages 360-369
Dispersion Estimates for Telecommunications Fraud....Pages 370-379
The Link Prediction Problem in Bipartite Networks....Pages 380-389
Using Cloudy Kernels for Imprecise Linear Filtering....Pages 198-207
Peakedness and Generalized Entropy for Continuous Density Functions....Pages 208-219
The Most Representative Utility Function for Non-Additive Robust Ordinal Regression....Pages 220-229
Alternative Normalization Schemas for Bayesian Confirmation Measures....Pages 230-239
Gender and Age Estimation from Synthetic Face Images....Pages 240-249
Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity....Pages 250-259
Possibility Theory and Formal Concept Analysis: Context Decomposition and Uncertainty Handling....Pages 260-269
A Parallel between Extended Formal Concept Analysis and Bipartite Graphs Analysis....Pages 270-280
Negotiation as Creative Social Interaction Using Concept Hierarchies....Pages 281-289
Estimating Top-k Destinations in Data Streams....Pages 290-299
A Data Mining Algorithm for Inducing Temporal Constraint Networks....Pages 300-309
Analysis of the Time Evolution of Scientograms Using the Subdue Graph Mining Algorithm....Pages 310-319
Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns....Pages 320-329
Time Series Comparison Using Linguistic Fuzzy Techniques....Pages 330-339
Granular Approach for Evolving System Modeling....Pages 340-349
Symmetrization of Modular Aggregation Functions....Pages 390-397
Smooth Aggregation Functions on Finite Scales....Pages 398-407
Dual Representable Aggregation Functions and Their Derived S-Implications....Pages 408-417
Aggregation Functions with Stronger Types of Monotonicity....Pages 418-424
Some Remarks on the Characterization of Idempotent Uninorms....Pages 425-434
On the Median and Its Extensions....Pages 435-444
Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition....Pages 445-454
Using Uncertainty Information to Combine Soft Classifications....Pages 455-463
Performance Evaluation of a Fusion System Devoted to Image Interpretation....Pages 464-473
A New Adaptive Consensus Reaching Process Based on the Experts’ Importance....Pages 474-483
On the Robustness for the Choquet Integral....Pages 484-493
Explicit Descriptions of Bisymmetric Sugeno Integrals....Pages 494-501
Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral....Pages 502-511
Choquet Integration on Set Systems....Pages 512-520
Necessity-Based Choquet Integrals for Sequential Decision Making under Uncertainty....Pages 521-531
A Fuzzy-Rule-Based Approach to Contextual Preference Queries....Pages 532-541
Extracting and Modelling Preferences from Dialogue....Pages 542-553
Argumentation Framework with Fuzzy Preference Relations....Pages 554-563
An Algorithm for Generating Consistent and Transitive Approximations of Reciprocal Preference Relations....Pages 564-573
Preference Modeling and Model Management for Interactive Multi-objective Evolutionary Optimization....Pages 574-583
Dominance-Based Rough Set Approach to Preference Learning from Pairwise Comparisons in Case of Decision under Uncertainty....Pages 584-594
Trimming Plethoric Answers to Fuzzy Queries: An Approach Based on Predicate Correlation....Pages 595-604
Searching Aligned Groups of Objects with Fuzzy Criteria....Pages 605-613
How to Translate Words into Numbers? A Fuzzy Approach for the Numerical Translation of Verbal Probabilities....Pages 614-623
Plateau Regions: An Implementation Concept for Fuzzy Regions in Spatial Databases and GIS....Pages 624-633
Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method....Pages 634-644
Cytoplasm Contour Approximation Based on Color Fuzzy Sets and Color Gradient....Pages 645-654
Keeping Secrets in Possibilistic Knowledge Bases with Necessity-Valued Privacy Policies....Pages 655-664
Inference with Fuzzy and Probabilistic Information....Pages 665-674
Modelling Patterns of Evidence in Bayesian Networks: A Case-Study in Classical Swine Fever....Pages 675-684
An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data....Pages 685-695
Conflicts within and between Belief Functions....Pages 696-705
Consonant Continuous Belief Functions Conflicts Calculation....Pages 706-715
Credal Sets Approximation by Lower Probabilities: Application to Credal Networks....Pages 716-725
Rule Discovery Process Based on Rough Sets under the Belief Function Framework....Pages 726-736
Independent Natural Extension....Pages 737-746
On Elementary Extensions in Fuzzy Predicate Logics....Pages 747-756
Logical Proportions – Typology and Roadmap....Pages 757-767
Back Matter....Pages -