Donatella Vicari

Sapienza University of Rome — Italy

Computer Science · Physical Sciences

14h-index563citations54works0.22yr avg
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Research Topics

Advanced Clustering Algorithms Research(17), Bayesian Methods and Mixture Models(11), Sensory Analysis and Statistical Methods(10), Tensor decomposition and applications(8), Face and Expression Recognition(7)

Publications54 total

Modeling mortality rates through hierarchical clustering for three-way data
Statistics·2025
Hierarchical Clustering for Three-Way Data
2025
A Candecomp/Parafac Approach for Visualizing Flows of Asymmetric Proximity Matrices
2025
Time-varying clustering for skew-symmetric data
Expert Systems with Applications·2024
A Clustering Model for Three-Way Asymmetric Proximities: Unveiling Origins and Destinations
Symmetry·2024Open Access
Clustering Methods for Asymmetric Data Using Spectral Approaches: An Application to International Student Mobility
Studies in theoretical and applied statistics. Selected papers of the statistical societies·2024· 1 cited
A between-cluster approach for clustering skew-symmetric data
Advances in Data Analysis and Classification·2023· 2 citedOpen Access
CPclus: Candecomp/Parafac Clustering Model for Three-Way Data
Journal of Classification·2023· 2 citedOpen Access
Graphical Analysis and Clustering of Asymmetric Proximities
Behaviormetrics·2023· 3 cited
An INDSCAL-Type Approach for Three-Way Spectral Clustering
Advances in intelligent systems and computing·2022
A Regression Tree-Based Analysis of the European Regional Competitiveness
Social Indicators Research·2022· 15 cited
The academic performance of students with a migrant background: evidence from a cohort enrolled at Sapienza University of Rome
Genus·2021· 6 citedOpen Access
A Three-Way Approach for Defining Competitiveness Indexes of the European Regions (NUTS-2)
Social Indicators Research·2021· 4 cited
Built Environment Typologies Prone to Risk: A Cluster Analysis of Open Spaces in Italian Cities
Sustainability·2021· 34 citedOpen Access
Cluster Analysis for Asymmetry
Behaviormetrics·2021· 1 cited
Methods for Direct Representation of Asymmetry
Behaviormetrics·2021· 1 cited
Introduction
Behaviormetrics·2021
Analysis of Symmetry and Skew-Symmetry
Behaviormetrics·2021· 1 cited
Multiway Models
Behaviormetrics·2021
Methods for the Analysis of Asymmetric Proximity Data
Behaviormetrics·2021· 17 citedOpen Access
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Frequent Co-authors

Marco Alfò(8), Maurizio Vichi(7), Luciano Nieddu(6), Akinori Okada(6), Giuseppe Bove(6), Laura Bocci(6), Cinzia Di Nuzzo(4), Paolo Giordani(3), Michele Cassetta(2), Costanza Cavallini(2), Rosalia Leonardi(2), Ersilia Barbato(2), Johan René van Dorp(2), Samuel Kotz(2), Henk A. L. Kiers(2), Pierpaolo D’Urso(2), Vincenzina Vitale(2), Susanna Levantesi(2), Andrea Nigri(2), Emanuele Mercuri(1)