Rosanna Verde

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 14

Top Topics

Automatic Classification

Relational Clustering

Top Venues

Adv. Data Anal. Classif.

Publications

Mohammed Sabri, Rosanna Verde, Antonio Balzanella, Fabrizio Maturo, Hamid Tairi, Ali Yahyaouy, Jamal Riffi
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors. J. Classif. 41 (2) (2024)
Fabrizio Maturo, Rosanna Verde
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers. Comput. Stat. 39 (1) (2024)
Fabrizio Maturo, Rosanna Verde
Supervised classification of curves via a combined use of functional data analysis and tree-based methods. Comput. Stat. 38 (1) (2023)
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 Balzanella, Salvatore D'Angelo, Mauro Iacono, Stefania Nacchia, Rosanna Verde
Automatic Classification of Road Traffic with Fiber Based Sensors in Smart Cities Applications. ICCSA (4) (2020)
Antonio Balzanella, Rosanna Verde
Histogram-based clustering of multiple data streams. Knowl. Inf. Syst. 62 (1) (2020)
Parisa Rastin, Guénaël Cabanes, Rosanna Verde, Younès Bennani, Thierry Couronne
Generative Histogram-Based Model Using Unsupervised Learning. ICONIP (3) (2019)
Parisa Rastin, Younès Bennani, Rosanna Verde
Automatic detection of the support points in relational clustering. IJCNN (2019)
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)
Elvira Romano, Antonio Balzanella, Rosanna Verde
Spatial variability clustering for spatially dependent functional data. Stat. Comput. 27 (3) (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)
Antonio Balzanella, Rosanna Verde
Clustering and Change Detection in Multiple Streaming Time Series. ICA3PP (1) (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)
Antonio Balzanella, Lidia Rivoli, Rosanna Verde
Data Stream Summarization by On-Line Histograms Clustering. EGC (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)
Elvira Romano, Antonio Balzanella, Rosanna Verde
Knowledge extraction by dynamical clustering of sea waves streaming data. Monde des Util. Anal. Données 36 (2007)
Rosanna Verde, Antonio Irpino
A New Interval Data Distance Based on the Wasserstein Metric. GfKl (2007)
Marie Chavent, Francisco de A. T. de Carvalho, Yves Lechevallier, Rosanna Verde
New clustering methods for interval data. Comput. Stat. 21 (2) (2006)
Josep M. Mirats Tur, Rosanna Verde
Subsystem identification within a complex system. ESM (2000)