Subsystem identification within a complex system. - Josep M. Mirats Tur; Rosanna Verde (ESM, 2000)

New clustering methods for interval data. - Marie Chavent; Francisco de A. T. de Carvalho; Yves Lechevallier; Rosanna Verde (Comput. Stat., 2006)

A New Wasserstein Based Distance for the Hierarchical Clustering of Histogram Symbolic Data. - Antonio Irpino; Rosanna Verde (Data Science and Classification, 2006)

Symbolic Clustering of Large Datasets. - Yves Lechevallier; Rosanna Verde; Francisco de A. T. de Carvalho (Data Science and Classification, 2006)

A New Interval Data Distance Based on the Wasserstein Metric. - Rosanna Verde; Antonio Irpino (GfKl, 2007)

Knowledge extraction by dynamical clustering of sea waves streaming data. - Elvira Romano; Antonio Balzanella; Rosanna Verde (Monde des Util. Anal. Données, 2007)

Dynamic clustering of interval data using a Wasserstein-based distance. - Antonio Irpino; Rosanna Verde (Pattern Recognit. Lett., 2008)

Multiclass Generalized Eigenvalue Proximal Support Vector Machines. - Mario Rosario Guarracino; Antonio Irpino; Rosanna Verde (CISIS, 2010)

Ordinary Least Squares for Histogram Data Based on Wasserstein Distance. - Rosanna Verde; Antonio Irpino (COMPSTAT, 2010)

Data Stream Summarization by On-Line Histograms Clustering. - Antonio Balzanella; Lidia Rivoli; Rosanna Verde (EGC, 2011)

Multiple Linear Regression for Histogram Data using Least Squares of Quantile Functions: a Two-components model. - Rosanna Verde; Antonio Irpino (HDSDA, 2011)

Clustering and Change Detection in Multiple Streaming Time Series. - Antonio Balzanella; Rosanna Verde (ICA3PP (1), 2013)

A Novel Feature Selection Method for Classification Using a Fuzzy Criterion. - Maria Brigida Ferraro; Antonio Irpino; Rosanna Verde; Mario Rosario Guarracino (LION, 2013)

Fuzzy regularized generalized eigenvalue classifier with a novel membership function. - Mario Rosario Guarracino; Antonio Irpino; Raimundas Jasinevicius; Rosanna Verde (Inf. Sci., 2013)

Clustering Data Streams by On-Line Proximity Updating. - Antonio Balzanella; Yves Lechevallier; Rosanna Verde (Classification and Data Mining, 2013)

Data Stream Summarization by Histograms Clustering. - Antonio Balzanella; Lidia Rivoli; Rosanna Verde (Statistical Models for Data Analysis, 2013)

Summarizing and Detecting Structural Drifts from Multiple Data Streams. - Antonio Balzanella; Rosanna Verde (Classification and Data Mining, 2013)

Classification of Data Chunks Using Proximal Vector Machines and Singular Value Decomposition. - Antonio Irpino; Mario Rosario Guarracino; Rosanna Verde (Classification and Data Mining, 2013)

A Metric Based Approach for the Least Square Regression of Multivariate Modal Symbolic Data. - Antonio Irpino; Rosanna Verde (Statistical Models for Data Analysis, 2013)

Dynamic clustering of histogram data based on adaptive squared Wasserstein distances. - Antonio Irpino; Rosanna Verde; Francisco de A. T. de Carvalho (Expert Syst. Appl., 2014)

Order statistics for histogram data and a box plot visualization tool. - Rosanna Verde; Antonio Balzanella; Antonio Irpino (Symbolic Data Analysis and Visualization, 2015)

Fuzzy clustering of distribution-valued data using an adaptive L2 Wasserstein distance. - Francisco de A. T. de Carvalho; Antonio Irpino; Rosanna Verde (FUZZ-IEEE, 2015)

Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein Distance. - Antonio Irpino; Rosanna Verde (Adv. Data Anal. Classif., 2015)

Basic statistics for distributional symbolic variables: a new metric-based approach. - Antonio Irpino; Rosanna Verde (Adv. Data Anal. Classif., 2015)

Dimension Reduction Techniques for Distributional Symbolic Data. - Rosanna Verde; Antonio Irpino; Antonio Balzanella (IEEE Trans. Cybern., 2016)

Fuzzy clustering of distributional data with automatic weighting of variable components. - Antonio Irpino; Rosanna Verde; Francisco de A. T. de Carvalho (Inf. Sci., 2017)

Spatial variability clustering for spatially dependent functional data. - Elvira Romano; Antonio Balzanella; Rosanna Verde (Stat. Comput., 2017)

Generative Histogram-Based Model Using Unsupervised Learning. - Parisa Rastin; Guénaël Cabanes; Rosanna Verde; Younès Bennani; Thierry Couronne (ICONIP (3), 2019)

Automatic detection of the support points in relational clustering. - Parisa Rastin; Younès Bennani; Rosanna Verde (IJCNN, 2019)

Automatic Classification of Road Traffic with Fiber Based Sensors in Smart Cities Applications. - Antonio Balzanella; Salvatore D'Angelo; Mauro Iacono; Stefania Nacchia; Rosanna Verde (ICCSA (4), 2020)

Histogram-based clustering of multiple data streams. - Antonio Balzanella; Rosanna Verde (Knowl. Inf. Syst., 2020)

The Rating of Journals and the Research Outcomes in Statistical Sciences in Italian Universities. - Maria Maddalena Barbieri; Francesca Bassi; Antonio Irpino; Rosanna Verde (SIS, 2021)

On the use of Wasserstein metric in topological clustering of distributional data. - Guénaël Cabanes; Younès Bennani; Rosanna Verde; Antonio Irpino (CoRR, 2021)

Co-clustering algorithms for distributional data with automated variable weighting. - Francisco de A. T. de Carvalho; Antonio Balzanella; Antonio Irpino; Rosanna Verde (Inf. Sci., 2021)

Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components. - Francisco de A. T. de Carvalho; Antonio Irpino; Rosanna Verde; Antonio Balzanella (J. Classif., 2022)

Supervised classification of curves via a combined use of functional data analysis and tree-based methods. - Fabrizio Maturo; Rosanna Verde (Comput. Stat., 2023)

Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers. - Fabrizio Maturo; Rosanna Verde (Comput. Stat., 2024)

A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors. - Mohammed Sabri; Rosanna Verde; Antonio Balzanella; Fabrizio Maturo; Hamid Tairi; Ali Yahyaouy; Jamal Riffi (J. Classif., 2024)

Toward Privacy-Aware Environmental Monitoring of rmCO2 and Air Pollutants in Southern Italy. - Lelio Campanile; Luigi Piero Di Bonito; Fiammetta Marulli; Antonio Balzanella; Rosanna Verde (ICCSA (Workshops 8), 2025)

FWLMkNN: Efficient functional K-nearest neighbor based on clustering and functional data analysis. - Mohammed Sabri; Rosanna Verde; Antonio Balzanella (Expert Syst. Appl., 2025)

A cluster-wise regression method for distribution-valued data. - Antonio Balzanella; Rosanna Verde; Francisco de Assis Tenório de Carvalho (Knowl. Based Syst., 2025)