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

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Podrobná bibliografie
Další autoři:	Hüllermeier, Eyke (Editor) Kruse, Rudolf (Editor) Hoffmann, Frank (Editor)
Korporace:	SpringerLink (online služba)
Médium:	E-kniha
Jazyk:	angličtina
Vydáno:	Berlin ; Heidelberg : Springer Berlin Heidelberg, 2010
Edice:	Lecture Notes in Computer Science
Žánr/forma:	elektronické knihy
ISBN:	978-3-642-14049-5 9783642140488
Témata:	informatika programování programovací jazyky počítače systémy řízení báze dat umělá inteligence
On-line přístup:	Plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo otaguje tento záznam!

Obsah:

Machine Learning and Data Mining
Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View
A Stochastic Treatment of Similarity
Order-Based Equivalence Degrees for Similarity and Distance Measures
Comparing Partitions by Subset Similarities
Finitely Valued Indistinguishability Operators
Discovering Rules-Based Similarity in Microarray Data
Fuzzy Clustering of Incomplete Data Based on Cluster Dispersion
Automatic Detection of Active Region on EUV Solar Images Using Fuzzy Clustering
On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers
Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning
Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints
Web Page Classification: A Probabilistic Model with Relational Uncertainty
Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels
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A K-Nearest Neighbours Method Based on Lower Previsions
Fuzzy Probabilities: Tentative Discussions on the Mathematical Concepts
On Dealing with Imprecise Information in a Content Based Image Retrieval System
An Extension of Stochastic Dominance to Fuzzy Random Variables
Correlation of Intuitionistic Fuzzy Sets
A Correlation Ratio for Possibility Distributions
On Nonparametric Predictive Inference for Ordinal Data
Using Cloudy Kernels for Imprecise Linear Filtering
Peakedness and Generalized Entropy for Continuous Density Functions
The Most Representative Utility Function for Non-Additive Robust Ordinal Regression
Alternative Normalization Schemas for Bayesian Confirmation Measures
Gender and Age Estimation from Synthetic Face Images
Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity
Possibility Theory and Formal Concept Analysis: Context Decomposition and Uncertainty Handling
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A Parallel between Extended Formal Concept Analysis and Bipartite Graphs Analysis
Negotiation as Creative Social Interaction Using Concept Hierarchies
Estimating Top-k Destinations in Data Streams
A Data Mining Algorithm for Inducing Temporal Constraint Networks
Analysis of the Time Evolution of Scientograms Using the Subdue Graph Mining Algorithm
Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns
Time Series Comparison Using Linguistic Fuzzy Techniques
Granular Approach for Evolving System Modeling
Data Mining in Precision Agriculture: Management of Spatial Information
Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis
Dispersion Estimates for Telecommunications Fraud
The Link Prediction Problem in Bipartite Networks
Aggregation and Fusion
Symmetrization of Modular Aggregation Functions
Smooth Aggregation Functions on Finite Scales
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Dual Representable Aggregation Functions and Their Derived S-Implications
Aggregation Functions with Stronger Types of Monotonicity
Some Remarks on the Characterization of Idempotent Uninorms
On the Median and Its Extensions
Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition
Using Uncertainty Information to Combine Soft Classifications
Performance Evaluation of a Fusion System Devoted to Image Interpretation
A New Adaptive Consensus Reaching Process Based on the Experts’ Importance
On the Robustness for the Choquet Integral
Explicit Descriptions of Bisymmetric Sugeno Integrals
Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral
Choquet Integration on Set Systems
Necessity-Based Choquet Integrals for Sequential Decision Making under Uncertainty
A Fuzzy-Rule-Based Approach to Contextual Preference Queries
Extracting and Modelling Preferences from Dialogue
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Argumentation Framework with Fuzzy Preference Relations
An Algorithm for Generating Consistent and Transitive Approximations of Reciprocal Preference Relations
Preference Modeling and Model Management for Interactive Multi-objective Evolutionary Optimization
Dominance-Based Rough Set Approach to Preference Learning from Pairwise Comparisons in Case of Decision under Uncertainty
Uncertainty Handling
Trimming Plethoric Answers to Fuzzy Queries: An Approach Based on Predicate Correlation
Searching Aligned Groups of Objects with Fuzzy Criteria
How to Translate Words into Numbers? A Fuzzy Approach for the Numerical Translation of Verbal Probabilities
Plateau Regions: An Implementation Concept for Fuzzy Regions in Spatial Databases and GIS
Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method
Cytoplasm Contour Approximation Based on Color Fuzzy Sets and Color Gradient
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Keeping Secrets in Possibilistic Knowledge Bases with Necessity-Valued Privacy Policies
Inference with Fuzzy and Probabilistic Information
Modelling Patterns of Evidence in Bayesian Networks: A Case-Study in Classical Swine Fever
An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data
Conflicts within and between Belief Functions
Consonant Continuous Belief Functions Conflicts Calculation
Credal Sets Approximation by Lower Probabilities: Application to Credal Networks
Rule Discovery Process Based on Rough Sets under the Belief Function Framework
Independent Natural Extension
On Elementary Extensions in Fuzzy Predicate Logics
Logical Proportions - Typology and Roadmap