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Computational Intelligence for Knowledge-Based System Design 13th IPMU Conference, Dortmund, Germany, June 28 - July 2, 2010. Proceedings /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Hüllermeier, Eyke (Editor ), Kruse, Rudolf (Editor ), Hoffmann, Frank (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Lecture Notes in Artificial Intelligence, 6178
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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.