Soft Methods for Data Science

Channels.- Fuzzy Clustering Through Robust Factor Analyzers.- Consensus-based Clustering in Numerical Decision-Making.- Spatial Outlier Detection Using GAMs and Geographical Information Systems.- Centering and Compound Conditionals Under Coherence.- Approximate Bayesian Methods for Multivariate and Conditonal Copulae.- The Sign Test for the Interval-Valued Data.- Probability Distributions Related to Fuzzy P-Values.- Probabilistic Semantics and Pragmatics for the Language of Uncertainty.- Dynamic Analysis of the Development of Scientific Communities in the Field of Soft Computing.- Talk to your Neighbour: a Belief Propagation Approach to Data Fusion.- The Qualitative Characteristics of Combining Evidence with Discounting.- Measuring the Dissimilarity Between the Distributions of Two Random Fuzzy Numbers.- An Empirical Analysis of the Coherence Between Fuzzy Rating Scale- and Likert Scale-Based Responses to Questionnaires.- Asymptotic Results for Sums of Independent RandomVariables with Alternating Laws.- Dispersion Measures and Multidistances on Rk.- Full Conglomerability, Continuity and Marginal Extension.- On Extreme Points of P-Boxes and Belief Functions.- Modelling the Dependence in Multivariate Longitudinal Data by Pair Copula Decomposition.- Predictability in Probabilistic Discrete Event Systems.- A Sandwich Theorem for Natural Extensions.- Envelopes of Joint Probabilities with Given Marginals Under Absolute Continuity or Equivalence Constraints.- Square of Opposition Under Coherence.- Testing of Coarsening Mechanisms: Coarsening at Random Versus Subgroup Independence.- Two-sample Similarity Test for the Expected Value of Random Intervals.- Handling Uncertainty in Structural Equation Modeling.- Detecting Inconsistencies in Revision Problems.- Tukeys Biweight Loss Function for Fuzzy Set-Valued M-Estimators of Location.- Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge.- Time Series ModelingBased on Fuzzy Transform.- Back to Reasoning".- Lexicographic Choice Functions Without Archimedeanicity.- Composition Operator for Credal Sets Reconsidered.- A Nonparametric Linearity Test for a Sort of Multivariate Regression Model with Fuzzy Data.- Treat a Fuzzy Dependence Among Causes and Lives in Insurance with Some Copulas Based Approaches.- A Portfolio Diversication Strategy via Tail Dependence Clustering.- An Upper Bound Estimation About the Sample Average of Interval-valued Random Sets.- On Asymptotic Properties of the Multiple Fuzzy Least Squares Estimator.