Antonio Irpino

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 7

Top Topics

Predictor Variables

Class Separability

Fuzzy Clustering

Top Venues

Adv. Data Anal. Classif.

IEEE Trans. Cybern.

Publications

Andrea Ponti, Antonio Irpino, Antonio Candelieri, Anna Bosio, Ilaria Giordani, Francesco Archetti
Network Vulnerability Analysis in Wasserstein Spaces. LION (2022)
Francisco de A. T. de Carvalho, Antonio Irpino, Rosanna Verde, Antonio Balzanella
Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components. J. Classif. 39 (2) (2022)
Guénaël Cabanes, Younès Bennani, Rosanna Verde, Antonio Irpino
On the use of Wasserstein metric in topological clustering of distributional data. CoRR (2021)
Maria Maddalena Barbieri, Francesca Bassi, Antonio Irpino, Rosanna Verde
The Rating of Journals and the Research Outcomes in Statistical Sciences in Italian Universities. SIS (2021)
Francisco de A. T. de Carvalho, Antonio Balzanella, Antonio Irpino, Rosanna Verde
Co-clustering algorithms for distributional data with automated variable weighting. Inf. Sci. 549 (2021)
Antonio Irpino, Rosanna Verde, Francisco de A. T. de Carvalho
Fuzzy clustering of distributional data with automatic weighting of variable components. Inf. Sci. 406 (2017)
Rosanna Verde, Antonio Irpino, Antonio Balzanella
Dimension Reduction Techniques for Distributional Symbolic Data. IEEE Trans. Cybern. 46 (2) (2016)
Antonio Irpino, Rosanna Verde
Basic statistics for distributional symbolic variables: a new metric-based approach. Adv. Data Anal. Classif. 9 (2) (2015)
Rosanna Verde, Antonio Balzanella, Antonio Irpino
Order statistics for histogram data and a box plot visualization tool. Symbolic Data Analysis and Visualization (2015)
Antonio Irpino, Rosanna Verde
Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein Distance. Adv. Data Anal. Classif. 9 (1) (2015)
Francisco de A. T. de Carvalho, Antonio Irpino, Rosanna Verde
Fuzzy clustering of distribution-valued data using an adaptive L2 Wasserstein distance. FUZZ-IEEE (2015)
Antonio Irpino, Rosanna Verde, Francisco de A. T. de Carvalho
Dynamic clustering of histogram data based on adaptive squared Wasserstein distances. Expert Syst. Appl. 41 (7) (2014)
Mario Rosario Guarracino, Antonio Irpino, Raimundas Jasinevicius, Rosanna Verde
Fuzzy regularized generalized eigenvalue classifier with a novel membership function. Inf. Sci. 245 (2013)
Maria Brigida Ferraro, Antonio Irpino, Rosanna Verde, Mario Rosario Guarracino
A Novel Feature Selection Method for Classification Using a Fuzzy Criterion. LION (2013)
Rosanna Verde, Antonio Irpino
Multiple Linear Regression for Histogram Data using Least Squares of Quantile Functions: a Two-components model. HDSDA (2011)
Antonio Irpino, Rosanna Verde, Francisco de A. T. de Carvalho
Dynamic Clustering of Histogram Data Based on Adaptive Squared Wasserstein Distances CoRR (2011)
Rosanna Verde, Antonio Irpino
Ordinary Least Squares for Histogram Data Based on Wasserstein Distance. COMPSTAT (2010)
Mario Rosario Guarracino, Antonio Irpino, Rosanna Verde
Multiclass Generalized Eigenvalue Proximal Support Vector Machines. CISIS (2010)
Antonio Irpino, Rosanna Verde
Dynamic clustering of interval data using a Wasserstein-based distance. Pattern Recognit. Lett. 29 (11) (2008)
Antonio Irpino, Elvira Romano
Optimal histogram representation of large data sets: Fisher vs piecewise linear approximation. EGC (2007)
Rosanna Verde, Antonio Irpino
A New Interval Data Distance Based on the Wasserstein Metric. GfKl (2007)
Antonio Irpino, Valentino Tontodonato
Clustering reduced interval data using Hausdorff distance. Comput. Stat. 21 (2) (2006)
Antonio Irpino
"Spaghetti" PCA analysis: An extension of principal components analysis to time dependent interval data. Pattern Recognit. Lett. 27 (5) (2006)