Antonio Irpino

University of Campania "Luigi Vanvitelli" — Italy

Computer Science · Physical Sciences

15h-index787citations69works0.92yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Neural Networks and Applications(13), Advanced Clustering Algorithms Research(12), Advanced Statistical Methods and Models(9), Anomaly Detection Techniques and Applications(8), Statistical Methods and Inference(7)

Publications69 total

Exploratory Graph Analysis for  Well-being Composite Indicators
2026Open Access
Developments in Functional Regression Model for Network Structured Data
Environmetrics·2025Open Access
Network Weighted Functional Regression: a method for modeling dependencies between functional data in a network
arXiv (Cornell University)·2025Open Access
A performance indicator and its decomposition according to the impacts of different aspects based on distributional data
Quality & Quantity·2024Open Access
The application of multidimensional scaling of data to determining changes in retailer customers’ preferences
Wiadomości Statystyczne The Polish Statistician·2024Open Access
A new approach for measuring and analysing residential segregation
Quality & Quantity·2024· 6 cited
Sustainability Disclosure of Sports Mega-events: A Bibliometric Review Article
Lecture notes in civil engineering·2024
Distribution free prediction for geographically weighted functional regression models
Spatial Statistics·2023· 5 citedOpen Access
Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components
Journal of Classification·2022· 7 cited
Descriptive Statistics for Numeric Distributional Data
2022
Regression Analysis of Distributional Data Based on a Two-Component Model
2022
Partitive and Hierarchical Clustering of Distributional Data using the Wasserstein Distance
2022
Network Vulnerability Analysis in Wasserstein Spaces
Lecture notes in computer science·2022
The Rating of Journals and the Research Outcomes in Statistical Sciences in Italian Universities
Springer proceedings in mathematics & statistics·2022
Spatial Functional Data Analysis for Probability Density Functions: Compositional Functional Data vs. Distributional Data Approach
Wiley series in probability and statistics·2021
On the use of Wasserstein metric in topological clustering of\n distributional data
arXiv (Cornell University)·2021· 1 citedOpen Access
On the use of Wasserstein metric in topological clustering of distributional data
arXiv (Cornell University)·2021Open Access
Co-clustering algorithms for distributional data with automated variable weighting
Information Sciences·2020· 11 cited
Histogram-Valued Data Analysis [R package HistDAWass version 1.0.4]
2020
Spatial prediction and spatial dependence monitoring on georeferenced data streams
Statistical Methods & Applications·2019· 3 cited
page 1 of 4Next →

Frequent Co-authors

Rosanna Verde(35), Francisco de A.T. de Carvalho(7), Antonio Balzanella(6), Mario Rosario Guarracino(6), Natale Carlo Lauro(4), Annalisa Capuano(3), Elvira Romano(3), Barbara Rinaldi(2), Lidia Rivoli(2), Concetta Rafaniello(1), Flavia Lombardo(1), Carmen Ferrajolo(1), Liberata Sportiello(1), Elisabetta Parretta(1), Ranieri Formica(1), Simona Potenza(1), Roberto Raschetti(1), Nicola Vanacore(1), Francesco Rossi(1), M. Gallo(1)