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

✍ Scribed by Bernadette Bouchon-Meunier, Giulianella Coletti, Marie-Jeanne Lesot, Maria Rifqi (auth.), Eyke Hüllermeier, Rudolf Kruse, Frank Hoffmann (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2010
• Tongue: English
• Leaves: 785
• Series: Lecture Notes in Computer Science 6178
• Edition: 1
• Category: Library

✦ Synopsis

The book constitutes the refereed proceedings of the 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2010, held in Dortmund, Germany from June 28 - July 2, 2010. The 77 revised full papers were carefully reviewed and selected from 320 submissions and reflect the richness of research in the field of Computational Intelligence and represent developments on topics as: machine learning, data mining, pattern recognition, uncertainty handling, aggregation and fusion of information as well as logic and knowledge processing.

✦ Table of Contents

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 -

✦ Subjects

Artificial Intelligence (incl. Robotics); Database Management; Information Systems Applications (incl.Internet); Computation by Abstract Devices; Mathematical Logic and Formal Languages; Information Storage and Retrieval