Antonio Irpino

J. Classif., 2022

Network Vulnerability Analysis in Wasserstein Spaces.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

2021

Co-clustering algorithms for distributional data with automated variable weighting.

[BibT_eX]

[DOI]

Inf. Sci., 2021

On the use of Wasserstein metric in topological clustering of distributional data.

[BibT_eX]

[DOI]

CoRR, 2021

The Rating of Journals and the Research Outcomes in Statistical Sciences in Italian Universities.

[BibT_eX]

[DOI]

Maria Maddalena Barbieri

Francesca Bassi

Proceedings of the Studies in Theoretical and Applied Statistics, 2021

2017

Fuzzy clustering of distributional data with automatic weighting of variable components.

[BibT_eX]

[DOI]

Inf. Sci., 2017

2016

Dimension Reduction Techniques for Distributional Symbolic Data.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

2015

Basic statistics for distributional symbolic variables: a new metric-based approach.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2015

Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein Distance.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2015

Fuzzy clustering of distribution-valued data using an adaptive L2 Wasserstein distance.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Order statistics for histogram data and a box plot visualization tool.

[BibT_eX]

[DOI]

Proceedings of the Symbolic Data Analysis and Visualization: Special Issue in honor of Monique Noirhomme-Fraiture, 2015

2014

Dynamic clustering of histogram data based on adaptive squared Wasserstein distances.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

2013

A Metric Based Approach for the Least Square Regression of Multivariate Modal Symbolic Data.

[BibT_eX]

[DOI]

Proceedings of the Statistical Models for Data Analysis, 2013

Classification of Data Chunks Using Proximal Vector Machines and Singular Value Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Classification and Data Mining, 2013

Fuzzy regularized generalized eigenvalue classifier with a novel membership function.

[BibT_eX]

[DOI]

Raimundas Jasinevicius

Inf. Sci., 2013

A Novel Feature Selection Method for Classification Using a Fuzzy Criterion.

[BibT_eX]

[DOI]

Maria Brigida Ferraro

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

2011

Multiple Linear Regression for Histogram Data using Least Squares of Quantile Functions: a Two-components model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Theory and Applications of High Dimensional and Symbolic Data Analysis, 2011

2010

Ordinary Least Squares for Histogram Data Based on Wasserstein Distance.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Computational Statistics, 2010

Multiclass Generalized Eigenvalue Proximal Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the CISIS 2010, 2010

2008

Dynamic clustering of interval data using a Wasserstein-based distance.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

2007

A New Interval Data Distance Based on the Wasserstein Metric.

[BibT_eX]

[DOI]

Proceedings of the Data Analysis, Machine Learning and Applications, 2007

Optimal histogram representation of large data sets: Fisher vs piecewise linear approximation.

[BibT_eX]

[DOI]

Elvira Romano

Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

2006

A New Wasserstein Based Distance for the Hierarchical Clustering of Histogram Symbolic Data.

[BibT_eX]

[DOI]

Proceedings of the Data Science and Classification, 2006

"Spaghetti" PCA analysis: An extension of principal components analysis to time dependent interval data.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2006

Clustering reduced interval data using Hausdorff distance.

[BibT_eX]

[DOI]