Soft Methods for Handling Variability and Imprecision
| Autor Corporativo: | |
|---|---|
| Otros Autores: | , , , , , |
| Formato: | eBook |
| Lenguaje: | English |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2008.
|
| Edición: | 1st ed. 2008. |
| Colección: | Advances in Intelligent and Soft Computing,
48 |
| Materias: | |
| Acceso en línea: | https://doi.org/10.1007/978-3-540-85027-4 |
Tabla de Contenidos:
- Invited Papers
- Imprecise Probabilistic Prediction for Categorical Data: From Bayesian Inference to the Imprecise Dirichlet-Multinomial Model
- Fuzzy Bayesian Inference
- Soft Methods for Treating Uncertainties: Applications in the Field of Environmental Risks
- Robert Féron: A Pioneer in Soft Methods for Probability and Statistics
- Foundations
- Relating Prototype Theory and Label Semantics
- Fuzzy Probabilities Based on the Likelihood Function
- Possibility Measures in Probabilistic Inference
- Non-well-Founded Probabilities on Streams
- Relating Epistemic Irrelevance to Event Trees
- Probability Revision, the Uniformity Rule, and the Chan–Darwiche Metric
- Statistical Methods
- On Nonparametric Predictive Inference for Bernoulli Quantities with Set-Valued Data
- Inferring a Possibility Distribution from Very Few Measurements
- Statistics with Vague Data and the Robustness to Data Representation
- On a Linear Independence Test for Interval-Valued Random Sets
- A Small-Sample Nonparametric Independence Test for the Archimedean Family of Bivariate Copulas
- Defuzzification of Fuzzy p-Values
- Testing ‘Two-Sided’ Hypothesis about the Mean of an Interval-Valued Random Set
- Asymptotic Tests for the Variance of a Fuzzy Random Variable Using the D K -Metric
- Empirical Results Concerning a Fuzzy-Based Measure of Symmetry of Real Random Variables
- Fuzzy Kendall Statistic for Autocorrelated Data
- Mixture Model Estimation with Soft Labels
- Imprecise Functional Estimation: The Cumulative Distribution Case
- Non-parametric Density Estimation Based on Label Semantics
- Empirical Comparisons of Goodness-of-Fit Tests for Binomial Distributions Based on Fuzzy Representations
- Mathematical Aspects
- A Generalization of Hukuhara Difference
- A Note about Bobylev’s Differential
- On Boundary Value Problems for Fuzzy Differential Equations
- On Fuzzy Sets Convolution, Fuzzy Lipschitz Sets and Triangular Fuzzy Sets of Rank p
- Generalised p-Boxes on Totally Ordered Spaces
- The F. Riesz Representation Theorem and Finite Additivity
- Set-Valued Stochastic Integrals with Respect to a Real Valued Martingale
- On Stochastic Differential Equations with Fuzzy Set Coefficients
- Strong Solution of Set-Valued Stochastic Differential Equation
- Convergences of Random Variables with Respect to Coherent Upper Probabilities Defined by Hausdorff Outer Measures
- On Convergence in Necessity and Its Laws of Large Numbers
- The Omnipresence of Cycle-Transitivity in the Comparison of Random Variables
- Geometry of Cores of Submodular Coherent Upper Probabilities and Possibility Measures
- On Transformations between Belief Spaces
- Lower and Upper Covariance
- Some Properties of the d K -Variance for Interval-Valued Random Sets
- Triangular Conorms on the Space of Non-decreasing Lists of Non-negative Real Numbers
- On Patchwork Techniques for 2-Increasing Aggregation Functions and Copulas
- Engineering
- A Hierarchical Fusion of Expert Opinion in the TBM
- Application of Non-convex Fuzzy Variables to Fuzzy Structural Analysis
- Handling Uncertainty in Higher Dimensions with Potential Clouds towards Robust Design Optimization
- Reliability of Structures under Consideration of Uncertain Time-Dependent Material Behaviour
- A New Insight into the Linguistic Summarization of Time Series Via a Degree of Support: Elimination of Infrequent Patterns
- An Autoregressive Model with Fuzzy Random Variables
- Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM
- An Efficient Normal Form Solution to Decision Trees with Lower Previsions
- Group Decision Making with Soft AHP Based on the Random Set View of Fuzzy Sets.