Combining Soft Computing and Statistical Methods

Poverty Indicators.- Flood Analysis: On the Automation of the Geomorphological-Historical Method.- Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces.- Inverse Problems and Model Reduction Techniques.- A Linearity Test for a Simple Regression Model with LR Fuzzy Response.- Soft Methods in Robust Statistics.- S-Statistics and Their Basic Properties.- Particle Swarm Optimization and Inverse Problems.- Linear Approximations to the Power Function of Robust Tests.- Decision Support for Evolving Clustering.- On Jaffray's Decision Model for Belief Functions.- Quasi Conjunction and p-Entailment in Nonmonotonic Reasoning.- Elements of Robust Regression for Data with Absolute and Relative Information.- On Testing Fuzzy Independence Application in Quality Control.- The Fisher's Linear Discriminant.- Testing Archimedeanity.- An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence.- Comparison of Time Series via Classic and Temporal Protoforms of Linguistic Summaries: An Application to Mutual Funds and Their Benchmarks.- Mining Gradual Dependencies Based on Fuzzy Rank Correlation.- From Probabilities to Belief Functions on MV-Algebras.- Soft Methods in Trend Detection.- Linguistic Decision Trees for Fusing Tidal Surge Forecasting Models.- Set-Valued Square Integrable Martingales and Stochastic Integral.- Smooth Transition from Mixed Models to Fixed Models.- Mixture Models with a Black-Hole Component.- On the Preservations of Contractions: An Application to Stochastic Orders.- A New Multivariate Stochastic Order, Main Properties.- ANOVA for Fuzzy Random Variables Using the R-package SAFD.- Probability Tree Factorisation with Median Free Term.- Comparison of Random Variables Coupled by Archimedean Copulas.- Two-Way Analysis of Variance for Interval-Valued Data.- Estimating the Variance of a Kernel Density Estimation.- Uncertainty Invariance Transformation in Continuous Case.- Detection of Outliers Using Robust Principal Component Analysis: A Simulation Study.- Exploiting Sparse Dependence Structure in Model Based Classification.- Independence Tests for Uncertain Data with a Frequentist Method.- Why Imprecise Regression: A Discussion.- Power Analysis of the Homoscedasticity Test for Random Fuzzy Sets.- Periodic Generalized-Differentiable Solutions to Fuzzy Differential Equations.- The Selection of the Shrinkage Region in Small Area Estimation.- Set-Valued Stochastic Processes and Sets of Probability Measures Induced by Stochastic Differential Equations with Random Set Parameters.- Coupled Brownian Motion.- The Median of a Random Interval.- The Use of Sets of Stochastic Operators to Constructing Imprecise Probabilities.- Prediction of Future Order Statistics from the Uniform Distribution.- Balance Sheet Approach to Agent-Based Computational Economics: The EURACE Project.- Connections between Statistical Depth Functions and Fuzzy Sets.- An Alternative Approach to Evidential Network Construction.- Large Deviations of Random Sets and Random Upper Semicontinuous Functions.- A Note of Proposed Privacy Measures in Randomized Response Models.