Rosanna Verde

42 papers B 2Misc 1Journal 20Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A cluster-wise regression method for distribution-valued data.
Knowl. Based Syst.
Antonio Balzanella, Rosanna Verde, Francisco de Assis Tenório de Carvalho
2025 J jnl
FWLMkNN: Efficient functional K-nearest neighbor based on clustering and functional data analysis.
Expert Syst. Appl.
Mohammed Sabri, Rosanna Verde, Antonio Balzanella
2025 — conf
Toward Privacy-Aware Environmental Monitoring of rmCO
ICCSA (Workshops 8)
Lelio Campanile, Luigi Piero Di Bonito, Fiammetta Marulli, Antonio Balzanella, Rosanna Verde
2024 J jnl
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors.
J. Classif.
Mohammed Sabri, Rosanna Verde, Antonio Balzanella, Fabrizio Maturo, Hamid Tairi, Ali Yahyaouy, Jamal Riffi
2024 J jnl
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers.
Comput. Stat.
Fabrizio Maturo, Rosanna Verde
2023 J jnl
Supervised classification of curves via a combined use of functional data analysis and tree-based methods.
Comput. Stat.
Fabrizio Maturo, Rosanna Verde
2022 J jnl
Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components.
J. Classif.
Francisco de A. T. de Carvalho, Antonio Irpino, Rosanna Verde, Antonio Balzanella
2021 J jnl
Co-clustering algorithms for distributional data with automated variable weighting.
Inf. Sci.
Francisco de A. T. de Carvalho, Antonio Balzanella, Antonio Irpino, Rosanna Verde
2021 J jnl
On the use of Wasserstein metric in topological clustering of distributional data.
CoRR
Guénaël Cabanes, Younès Bennani, Rosanna Verde, Antonio Irpino
2021 — conf
The Rating of Journals and the Research Outcomes in Statistical Sciences in Italian Universities.
SIS
Maria Maddalena Barbieri, Francesca Bassi, Antonio Irpino, Rosanna Verde
2020 — conf
Automatic Classification of Road Traffic with Fiber Based Sensors in Smart Cities Applications.
ICCSA (4)
Antonio Balzanella, Salvatore D'Angelo, Mauro Iacono, Stefania Nacchia, Rosanna Verde
2020 J jnl
Histogram-based clustering of multiple data streams.
Knowl. Inf. Syst.
Antonio Balzanella, Rosanna Verde
2019 B conf
Automatic detection of the support points in relational clustering.
IJCNN
Parisa Rastin, Younès Bennani, Rosanna Verde
2019 — conf
Generative Histogram-Based Model Using Unsupervised Learning.
ICONIP (3)
Parisa Rastin, Guénaël Cabanes, Rosanna Verde, Younès Bennani, Thierry Couronne
2017 J jnl
Fuzzy clustering of distributional data with automatic weighting of variable components.
Inf. Sci.
Antonio Irpino, Rosanna Verde, Francisco de A. T. de Carvalho
2017 J jnl
Spatial variability clustering for spatially dependent functional data.
Stat. Comput.
Elvira Romano, Antonio Balzanella, Rosanna Verde
2016 J jnl
Dimension Reduction Techniques for Distributional Symbolic Data.
IEEE Trans. Cybern.
Rosanna Verde, Antonio Irpino, Antonio Balzanella
2015 J jnl
Basic statistics for distributional symbolic variables: a new metric-based approach.
Adv. Data Anal. Classif.
Antonio Irpino, Rosanna Verde
2015 B conf
Fuzzy clustering of distribution-valued data using an adaptive L2 Wasserstein distance.
FUZZ-IEEE
Francisco de A. T. de Carvalho, Antonio Irpino, Rosanna Verde
2015 J jnl
Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein Distance.
Adv. Data Anal. Classif.
Antonio Irpino, Rosanna Verde
2015 — conf
Order statistics for histogram data and a box plot visualization tool.
Symbolic Data Analysis and Visualization
Rosanna Verde, Antonio Balzanella, Antonio Irpino
2014 J jnl
Dynamic clustering of histogram data based on adaptive squared Wasserstein distances.
Expert Syst. Appl.
Antonio Irpino, Rosanna Verde, Francisco de A. T. de Carvalho
2013 — ch.
A Metric Based Approach for the Least Square Regression of Multivariate Modal Symbolic Data.
Statistical Models for Data Analysis
Antonio Irpino, Rosanna Verde
2013 — conf
A Novel Feature Selection Method for Classification Using a Fuzzy Criterion.
LION
Maria Brigida Ferraro, Antonio Irpino, Rosanna Verde, Mario Rosario Guarracino
2013 — ch.
Classification of Data Chunks Using Proximal Vector Machines and Singular Value Decomposition.
Classification and Data Mining
Antonio Irpino, Mario Rosario Guarracino, Rosanna Verde
2013 — ch.
Clustering Data Streams by On-Line Proximity Updating.
Classification and Data Mining
Antonio Balzanella, Yves Lechevallier, Rosanna Verde
2013 — conf
Clustering and Change Detection in Multiple Streaming Time Series.
ICA3PP (1)
Antonio Balzanella, Rosanna Verde
2013 — ch.
Data Stream Summarization by Histograms Clustering.
Statistical Models for Data Analysis
Antonio Balzanella, Lidia Rivoli, Rosanna Verde
2013 J jnl
Fuzzy regularized generalized eigenvalue classifier with a novel membership function.
Inf. Sci.
Mario Rosario Guarracino, Antonio Irpino, Raimundas Jasinevicius, Rosanna Verde
2013 — ch.
Summarizing and Detecting Structural Drifts from Multiple Data Streams.
Classification and Data Mining
Antonio Balzanella, Rosanna Verde
2011 — conf
Data Stream Summarization by On-Line Histograms Clustering.
EGC
Antonio Balzanella, Lidia Rivoli, Rosanna Verde
2011 J jnl
Dynamic Clustering of Histogram Data Based on Adaptive Squared Wasserstein Distances
CoRR
Antonio Irpino, Rosanna Verde, Francisco de A. T. de Carvalho
2011 — conf
Multiple Linear Regression for Histogram Data using Least Squares of Quantile Functions: a Two-components model.
HDSDA
Rosanna Verde, Antonio Irpino
2010 Misc conf
Multiclass Generalized Eigenvalue Proximal Support Vector Machines.
CISIS
Mario Rosario Guarracino, Antonio Irpino, Rosanna Verde
2010 — conf
Ordinary Least Squares for Histogram Data Based on Wasserstein Distance.
COMPSTAT
Rosanna Verde, Antonio Irpino
2008 J jnl
Dynamic clustering of interval data using a Wasserstein-based distance.
Pattern Recognit. Lett.
Antonio Irpino, Rosanna Verde
2007 — conf
A New Interval Data Distance Based on the Wasserstein Metric.
GfKl
Rosanna Verde, Antonio Irpino
2007 J jnl
Knowledge extraction by dynamical clustering of sea waves streaming data.
Monde des Util. Anal. Données
Elvira Romano, Antonio Balzanella, Rosanna Verde
2006 — ch.
A New Wasserstein Based Distance for the Hierarchical Clustering of Histogram Symbolic Data.
Data Science and Classification
Antonio Irpino, Rosanna Verde
2006 J jnl
New clustering methods for interval data.
Comput. Stat.
Marie Chavent, Francisco de A. T. de Carvalho, Yves Lechevallier, Rosanna Verde
2006 — ch.
Symbolic Clustering of Large Datasets.
Data Science and Classification
Yves Lechevallier, Rosanna Verde, Francisco de A. T. de Carvalho
2000 — conf
Subsystem identification within a complex system.
ESM
Josep M. Mirats Tur, Rosanna Verde