A Validity Measure for Fuzzy Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extension of fuzzy hypothesis testing with hybrid data
Fuzzy Sets and Systems
A probabilistic and statistical view of fuzzy methods
Technometrics
On a class of fuzzy c-numbers clustering procedures for fuzzy data
Fuzzy Sets and Systems
Industrial Applications of Fuzzy Control
Industrial Applications of Fuzzy Control
Multidimensional scaling of fuzzy dissimilarity data
Fuzzy Sets and Systems - Clustering and modeling
A theoretical framework for data mining: the "informational paradigm"
Computational Statistics & Data Analysis - Nonlinear methods and data mining
Three-way fuzzy clustering models for LR fuzzy time trajectories
Computational Statistics & Data Analysis
Toward a generalized theory of uncertainty (GTU): an outline
Information Sciences—Informatics and Computer Science: An International Journal
Uncertainty and Information: Foundations of Generalized Information Theory
Uncertainty and Information: Foundations of Generalized Information Theory
Strong consistency of least-squares estimation in linear regression models with vague concepts
Journal of Multivariate Analysis
Limit distributions of least squares estimators in linear regression models with vague concepts
Journal of Multivariate Analysis
Separation index and partial membership for clustering
Computational Statistics & Data Analysis
Nearest neighbours in least-squares data imputation algorithms with different missing patterns
Computational Statistics & Data Analysis
Computational Statistics & Data Analysis
A weighted fuzzy c-means clustering model for fuzzy data
Computational Statistics & Data Analysis
Approximate inference for disease mapping
Computational Statistics & Data Analysis
Investigating omitted variable bias in regression parameter estimation: A genetic algorithm approach
Computational Statistics & Data Analysis
Extending fuzzy and probabilistic clustering to very large data sets
Computational Statistics & Data Analysis
Dual models for possibilistic regression analysis
Computational Statistics & Data Analysis
Least squares estimation of a linear regression model with LR fuzzy response
Computational Statistics & Data Analysis
Fuzzy clusterwise linear regression analysis with symmetrical fuzzy output variable
Computational Statistics & Data Analysis
The coefficient of concordance for vague data
Computational Statistics & Data Analysis
Goodman-Kruskal γ measure of dependence for fuzzy ordered categorical data
Computational Statistics & Data Analysis
Fuzzy multidimensional scaling
Computational Statistics & Data Analysis
I-Scal: Multidimensional scaling of interval dissimilarities
Computational Statistics & Data Analysis
A comparison of three methods for principal component analysis of fuzzy interval data
Computational Statistics & Data Analysis
Fuzzy modelling and estimation of economic relationships
Computational Statistics & Data Analysis
Generalized theory of uncertainty (GTU)-principal concepts and ideas
Computational Statistics & Data Analysis
Possibility theory and statistical reasoning
Computational Statistics & Data Analysis
Tools for fuzzy random variables: Embeddings and measurabilities
Computational Statistics & Data Analysis
Practical representations of incomplete probabilistic knowledge
Computational Statistics & Data Analysis
Conditional probability and fuzzy information
Computational Statistics & Data Analysis
Univariate statistical analysis with fuzzy data
Computational Statistics & Data Analysis
Bootstrap approach to the multi-sample test of means with imprecise data
Computational Statistics & Data Analysis
Computational Statistics & Data Analysis
A decision support system methodology for forecasting of time series based on soft computing
Computational Statistics & Data Analysis
Data analysis with fuzzy clustering methods
Computational Statistics & Data Analysis
Development of fuzzy process control charts and fuzzy unnatural pattern analyses
Computational Statistics & Data Analysis
Intuitionistic Fuzzy Sets: Theory and Applications
Intuitionistic Fuzzy Sets: Theory and Applications
Triangular fuzzification of random variables and power of distribution tests: Empirical discussion
Computational Statistics & Data Analysis
Fuzzy Sets and Systems
Management of uncertainty in Statistical Reasoning: The case of Regression Analysis
International Journal of Approximate Reasoning
Simulation of fuzzy random variables
Information Sciences: an International Journal
Inference with fuzzy and probabilistic information
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Maximum likelihood estimation from fuzzy data using the EM algorithm
Fuzzy Sets and Systems
Editorial: Special issue on fuzzy sets in statistics
Computational Statistics & Data Analysis
K-sample tests for equality of variances of random fuzzy sets
Computational Statistics & Data Analysis
Generalized Bayesian inference in a fuzzy context: From theory to a virtual reality application
Computational Statistics & Data Analysis
Functional fuzzy clusterwise regression analysis
Advances in Data Analysis and Classification
Testing noisy numerical data for monotonic association
Information Sciences: an International Journal
Editorial: Special issue on imprecision in statistical data analysis
Computational Statistics & Data Analysis
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For the last decades, research studies have been developed in which a coalition of Fuzzy Sets Theory and Statistics has been established with different purposes. These namely are: (i) to introduce new data analysis problems in which the objective involves either fuzzy relationships or fuzzy terms; (ii) to establish well-formalized models for elements combining randomness and fuzziness; (iii) to develop uni- and multivariate statistical methodologies to handle fuzzy-valued data; and (iv) to incorporate fuzzy sets to help in solving traditional statistical problems with non-fuzzy data. In spite of a growing literature concerning the development and application of fuzzy techniques in statistical analysis, the need is felt for a more systematic insight into the potentialities of cross fertilization between Statistics and Fuzzy Logic. In line with the synergistic spirit of Soft Computing, some instances of the existing research activities on the topic are recalled. Particular attention is paid to summarize the papers gathered in this Special Issue, ranging from the position paper on the theoretical management of uncertainty by the ''father'' of Fuzzy Logic to a wide diversity of topics concerning foundational/methodological/applied aspects of the integration of Fuzzy Sets and Statistics.