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2020 – today
- 2024
[j16]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): 264-288 (2024)- [j15]Fabrizio Maturo, Rosanna Verde:
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers. Comput. Stat. 39(1): 239-270 (2024) - 2023
- [j14]Fabrizio Maturo, Rosanna Verde:
Supervised classification of curves via a combined use of functional data analysis and tree-based methods. Comput. Stat. 38(1): 419-459 (2023) - 2022
- [j13]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): 343-375 (2022) - 2021
- [j12]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: 87-115 (2021) - [c14]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: 487-511 - [i2]Guénaël Cabanes, Younès Bennani, Rosanna Verde, Antonio Irpino:
On the use of Wasserstein metric in topological clustering of distributional data. CoRR abs/2109.04301 (2021) - 2020
- [j11]Antonio Balzanella, Rosanna Verde:
Histogram-based clustering of multiple data streams. Knowl. Inf. Syst. 62(1): 203-238 (2020) - [c13]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: 31-46
2010 – 2019
- 2019
- [c12]Parisa Rastin, Guénaël Cabanes, Rosanna Verde, Younès Bennani, Thierry Couronne:
Generative Histogram-Based Model Using Unsupervised Learning. ICONIP (3) 2019: 634-646 - [c11]Parisa Rastin, Younès Bennani, Rosanna Verde:
Automatic detection of the support points in relational clustering. IJCNN 2019: 1-8 - 2017
- [j10]Antonio Irpino, Rosanna Verde, Francisco de A. T. de Carvalho:
Fuzzy clustering of distributional data with automatic weighting of variable components. Inf. Sci. 406: 248-268 (2017) - [j9]Elvira Romano, Antonio Balzanella, Rosanna Verde:
Spatial variability clustering for spatially dependent functional data. Stat. Comput. 27(3): 645-658 (2017) - 2016
- [j8]Rosanna Verde, Antonio Irpino, Antonio Balzanella:
Dimension Reduction Techniques for Distributional Symbolic Data. IEEE Trans. Cybern. 46(2): 344-355 (2016) - 2015
- [j7]Antonio Irpino, Rosanna Verde:
Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein Distance. Adv. Data Anal. Classif. 9(1): 81-106 (2015) - [j6]Antonio Irpino, Rosanna Verde:
Basic statistics for distributional symbolic variables: a new metric-based approach. Adv. Data Anal. Classif. 9(2): 143-175 (2015) - [c10]Rosanna Verde, Antonio Balzanella, Antonio Irpino:
Order statistics for histogram data and a box plot visualization tool. Symbolic Data Analysis and Visualization 2015: 29-48 - [c9]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: 1-8 - 2014
- [j5]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): 3351-3366 (2014) - 2013
- [j4]Mario Rosario Guarracino, Antonio Irpino, Raimundas Jasinevicius, Rosanna Verde:
Fuzzy regularized generalized eigenvalue classifier with a novel membership function. Inf. Sci. 245: 53-62 (2013) - [c8]Antonio Balzanella, Rosanna Verde:
Clustering and Change Detection in Multiple Streaming Time Series. ICA3PP (1) 2013: 1-14 - [c7]Maria Brigida Ferraro, Antonio Irpino, Rosanna Verde, Mario Rosario Guarracino:
A Novel Feature Selection Method for Classification Using a Fuzzy Criterion. LION 2013: 455-467 - [p7]Antonio Balzanella, Lidia Rivoli, Rosanna Verde:
Data Stream Summarization by Histograms Clustering. Statistical Models for Data Analysis 2013: 27-35 - [p6]Antonio Irpino, Mario Rosario Guarracino, Rosanna Verde:
Classification of Data Chunks Using Proximal Vector Machines and Singular Value Decomposition. Classification and Data Mining 2013: 55-62 - [p5]Antonio Balzanella, Yves Lechevallier, Rosanna Verde:
Clustering Data Streams by On-Line Proximity Updating. Classification and Data Mining 2013: 97-104 - [p4]Antonio Balzanella, Rosanna Verde:
Summarizing and Detecting Structural Drifts from Multiple Data Streams. Classification and Data Mining 2013: 105-112 - [p3]Antonio Irpino, Rosanna Verde:
A Metric Based Approach for the Least Square Regression of Multivariate Modal Symbolic Data. Statistical Models for Data Analysis 2013: 161-169 - 2011
- [c6]Antonio Balzanella, Lidia Rivoli, Rosanna Verde:
Data Stream Summarization by On-Line Histograms Clustering. EGC 2011: 317-318 - [c5]Rosanna Verde, Antonio Irpino:
Multiple Linear Regression for Histogram Data using Least Squares of Quantile Functions: a Two-components model. HDSDA 2011: 78-93 - [i1]Antonio Irpino, Rosanna Verde, Francisco de A. T. de Carvalho:
Dynamic Clustering of Histogram Data Based on Adaptive Squared Wasserstein Distances. CoRR abs/1110.1462 (2011) - 2010
- [c4]Mario Rosario Guarracino, Antonio Irpino, Rosanna Verde:
Multiclass Generalized Eigenvalue Proximal Support Vector Machines. CISIS 2010: 25-32 - [c3]Rosanna Verde, Antonio Irpino:
Ordinary Least Squares for Histogram Data Based on Wasserstein Distance. COMPSTAT 2010: 581-588
2000 – 2009
- 2008
- [j3]Antonio Irpino, Rosanna Verde:
Dynamic clustering of interval data using a Wasserstein-based distance. Pattern Recognit. Lett. 29(11): 1648-1658 (2008) - 2007
- [j2]Elvira Romano, Antonio Balzanella, Rosanna Verde:
Knowledge extraction by dynamical clustering of sea waves streaming data. Monde des Util. Anal. Données 36: 85-90 (2007) - [c2]Rosanna Verde, Antonio Irpino:
A New Interval Data Distance Based on the Wasserstein Metric. GfKl 2007: 705-712 - 2006
- [j1]Marie Chavent, Francisco de A. T. de Carvalho, Yves Lechevallier, Rosanna Verde:
New clustering methods for interval data. Comput. Stat. 21(2): 211-229 (2006) - [p2]Antonio Irpino, Rosanna Verde:
A New Wasserstein Based Distance for the Hierarchical Clustering of Histogram Symbolic Data. Data Science and Classification 2006: 185-192 - [p1]Yves Lechevallier, Rosanna Verde, Francisco de A. T. de Carvalho:
Symbolic Clustering of Large Datasets. Data Science and Classification 2006: 193-201 - 2000
- [c1]Josep M. Mirats Tur, Rosanna Verde:
Subsystem identification within a complex system. ESM 2000: 773-777
Coauthor Index
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last updated on 2024-11-07 20:36 CET by the dblp team
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