Soft Methods for Handling Variability and Imprecision

I. Invited Papers

1. Imprecise Probabilistic Prediction for Categorical Data: From Bayesian Inference to the Imprecise Dirichlet-Multinomial Model
Jean-Marc Bernard

2. Fuzzy Bayesian Inference
Reinhard Viertl

3. Soft Methods for Treating Uncertainties: Applications in the Field of Environmental Risks
Dominique Guyonnet, Gaël Bellenfant, Olivier Bouc

4. Robert Féron: A Pioneer in Soft Methods for Probability and Statistics
Jean-Paul Auray, Henri Prade

II. Foundations

5. Relating Prototype Theory and Label Semantics
Jonathan Lawry, Yongchuan Tang

6. Fuzzy Probabilities Based on the Likelihood Function
Marco E. G. V. Cattaneo

7. Possibility Measures in Probabilistic Inference
Giulianella Coletti, Romano Scozzafava, Barbara Vantaggi

8. Non-well-Founded Probabilities on Streams
Andrew Schumann

9. Relating Epistemic Irrelevance to Event Trees
Sébastien Destercke, Gert Cooman

10. Probability Revision, the Uniformity Rule, and the Chan–Darwiche Metric
Carl G. Wagner

III. Statistical Methods

11. On Nonparametric Predictive Inference for Bernoulli Quantities with Set-Valued Data
Frank P. A. Coolen

12. Inferring a Possibility Distribution from Very Few Measurements
Gilles Mauris

13. Statistics with Vague Data and the Robustness to Data Representation
Przemyslaw Grzegorzewski

14. On a Linear Independence Test for Interval-Valued Random Sets
Ángela Blanco, Ana Colubi, Norberto Corral, Gil González-Rodríguez

15. A Small-Sample Nonparametric Independence Test for the Archimedean Family of Bivariate Copulas
Arturo Erdely, José M. González-Barrios

16. Defuzzification of Fuzzy p-Values
Inés Couso, Luciano Sánchez

17. Testing ‘Two-Sided’ Hypothesis about the Mean of an Interval-Valued Random Set
Manuel Montenegro, María Rosa Casals, Ana Colubi, María Ángeles Gil

18. Asymptotic Tests for the Variance of a Fuzzy Random Variable Using the D K -Metric
Ana Belén Ramos, Gil González-Rodríguez, Ana Colubi, María Ángeles Gil

19. Empirical Results Concerning a Fuzzy-Based Measure of Symmetry of Real Random Variables
M. Asunción Lubiano, Ana Colubi, Gil González-Rodríguez

20. Fuzzy Kendall pmbtau Statistic for Autocorrelated Data
Olgierd Hryniewicz, Anna Szediw

21. Mixture Model Estimation with Soft Labels
Etienne Côme, Latifa Oukhellou, Thierry Denœux, Patrice Aknin

22. Imprecise Functional Estimation: The Cumulative Distribution Case
Kevin Loquin, Olivier Strauss

23. Non-parametric Density Estimation Based on Label Semantics
Jonathan Lawry, Inés González-Rodríguez

24. Empirical Comparisons of Goodness-of-Fit Tests for Binomial Distributions Based on Fuzzy Representations
Ana Colubi, María Ángeles Gil, Gil González-Rodríguez, María Teresa López

IV. Mathematical Aspects

25. A Generalization of Hukuhara Difference
Luciano Stefanini

26. A Note about Bobylev’s Differential
Luis J. Rodríguez-Muñiz

27. On Boundary Value Problems for Fuzzy Differential Equations
Rosana Rodríguez-López

28. On Fuzzy Sets Convolution, Fuzzy Lipschitz Sets and Triangular Fuzzy Sets of Rank p
Andrés D. Báez-Sánchez, Marko A. Rojas-Medar

29. Generalised p-Boxes on Totally Ordered Spaces
Enrique Miranda, Matthias C. M. Troffaes, Sébastien Destercke

30. The F.Riesz Representation Theorem and Finite Additivity
Gert Cooman, Enrique Miranda

31. Set-Valued Stochastic Integrals with Respect to a Real Valued Martingale
Jinping Zhang

32. On Stochastic Differential Equations with Fuzzy Set Coefficients
Yukio Ogura

33. Strong Solution of Set-Valued Stochastic Differential Equation
Jungang Li, Shoumei Li

34. Convergences of Random Variables with Respect to Coherent Upper Probabilities Defined by Hausdorff Outer Measures
Serena Doria

35. On Convergence in Necessity and Its Laws of Large Numbers
Pedro Terán

36. The Omnipresence of Cycle-Transitivity in the Comparison of Random Variables
Bernard Baets, Hans Meyer, Karel Loof

37. Geometry of Cores of Submodular Coherent Upper Probabilities and Possibility Measures
Tomáš Kroupa

38. On Transformations between Belief Spaces
Ralph L. Wojtowicz

39. Lower and Upper Covariance
Erik Quaeghebeur

40. Some Properties of the d K -Variance for Interval-Valued Random Sets
Ángela Blanco, Norberto Corral, Gil González-Rodríguez, M. Asunción Lubiano

41. Triangular Conorms on the Space of Non-decreasing Lists of Non-negative Real Numbers
Isabel Aguiló, Javier Martín, Gaspar Mayor, Jaume Suñer

42. On Patchwork Techniques for 2-Increasing Aggregation Functions and Copulas
Fabrizio Durante, Susanne Saminger-Platz, Peter Sarkoci

V. Engineering

43. A Hierarchical Fusion of Expert Opinion in the TBM
Minh Ha-Duong

44. Application of Non-convex Fuzzy Variables to Fuzzy Structural Analysis
Uwe Reuter

45. Handling Uncertainty in Higher Dimensions with Potential Clouds towards Robust Design Optimization
Martin Fuchs, Arnold Neumaier

46. Reliability of Structures under Consideration of Uncertain Time-Dependent Material Behaviour
Steffen Freitag, Wolfgang Graf, Stephan Pannier, Jan-Uwe Sickert

47. A New Insight into the Linguistic Summarization of Time Series Via a Degree of Support: Elimination of Infrequent Patterns
Janusz Kacprzyk, Anna Wilbik

48. An Autoregressive Model with Fuzzy Random Variables
Dabuxilatu Wang

49. Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM
Christian Moewes, Clemens Otte, Rudolf Kruse

50. An Efficient Normal Form Solution to Decision Trees with Lower Previsions
Nathan Huntley, Matthias C. M. Troffaes

51. Group Decision Making with Soft AHP Based on the Random Set View of Fuzzy Sets
Pedro Terán, José María Moreno-Jiménez

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