Maria Brigida Ferraro | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Fuzzy Clustering Implementations for Big Data in R	Combining, Modelling and Analyzing Imprecision, Randomness and Dependence	2024
FKML0: A Matlab Routine for Sparse Fuzzy Clustering	2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)	2024
Fuzzy and Model Based Clustering Methods: Can We Fruitfully Compare Them?	Models for data analysis	2023
Consensus and fuzzy partition of dendrograms from a three-way dissimilarity array	INFORMATION SCIENCES	2023
Cluster analysis for networks using a fuzzy approach	CLADAG 2023. Book of abstract and short papers	2023
Representing ensembles of networks for fuzzy cluster analysis: a case study.	DATA MINING AND KNOWLEDGE DISCOVERY	2023
Document clustering	WILEY INTERDISCIPLINARY REVIEWS. COMPUTATIONAL STATISTICS	2022
On Clustering of Star-Shaped Sets with a Fuzzy Approach: An Application to the Clasts in the Cantabrian Coast	Building Bridges between Soft and Statistical Methodologies for Data Science	2022
Cluster Validity Measures for Fuzzy Two-Mode Clustering	Building Bridges between Soft and Statistical Methodologies for Data Science	2022
A Fuzzy clustering approach for textual data		2021
Fuzzy k-Means: history and applications	ECONOMETRICS AND STATISTICS	2021
Soft clustering	WILEY INTERDISCIPLINARY REVIEWS. COMPUTATIONAL STATISTICS	2020
A fuzzy clustering approach for fuzzy data based on a generalized distance	FUZZY SETS AND SYSTEMS	2020
A class of two-mode clustering algorithms in a fuzzy setting	ECONOMETRICS AND STATISTICS	2020
An Introduction to Clustering with R		2020
fclust: An R Package for Fuzzy Clustering	THE R JOURNAL	2019
A review and proposal of (fuzzy) clustering for nonlinearly separable data	INTERNATIONAL JOURNAL OF APPROXIMATE REASONING	2019
Fuzzy clustering in a reduced subspace	Proceedings ISI World Statistics Congress 2019 Contributed Paper Session (Volume 6)	2019
On Some Concepts Related to Star-Shaped Sets	The Mathematics of the Uncertain	2018
Special issue on soft methods in probability and statistics (SMPS 2016)	INTERNATIONAL JOURNAL OF APPROXIMATE REASONING	2018

Progetti di Ricerca

New developments on clustering of text, functional and other complex data