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Computational Intelligence for Knowledge-Based System Design 13th IPMU Conference, Dortmund, Germany, June 28 - July 2, 2010. Proceedings /
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2010.
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| 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.