Optimal histogram representation of large data sets: Fisher vs piecewise linear approximation. - Antonio Irpino; Elvira Romano (EGC, 2007)

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

On-Line Clustering of Functional Boxplots for Monitoring Multiple Streaming Time Series. - Elvira Romano; Antonio Balzanella (ECDA, 2013)

A Two-Phase Clustering Based Strategy for Outliers Detection in Georeferenced Curves. - Elvira Romano; Antonio Balzanella (Statistical Models for Data Analysis, 2013)

Outlier Detection for Geostatistical Functional Data: An Application to Sensor Data. - Elvira Romano; Jorge Mateu 001 (Classification and Data Mining, 2013)

Spatial functional normal mixed effect approach for curve classification. - María Dolores Ruiz-Medina; Rosa M. Espejo; Elvira Romano (Adv. Data Anal. Classif., 2014)

Plug-in prediction intervals for a special class of standard ARH(1) processes. - María Dolores Ruiz-Medina; Elvira Romano; Ricardo Fernández-Pascual (J. Multivar. Anal., 2016)

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

Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series. - Donato Riccio; Fabrizio Maturo; Elvira Romano (CoRR, 2024)

Roughness regularization for functional data analysis with free knots spline estimation. - Anna De Magistris; Valentina De Simone; Elvira Romano; Gerardo Toraldo (Stat. Comput., 2024)

Supervised learning via ensembles of diverse functional representations: the functional voting classifier. - Donato Riccio; Fabrizio Maturo; Elvira Romano (Stat. Comput., 2024)

Enhancing Visual Interpretability and Explainability in Functional Survival Trees and Forests. - Giuseppe Loffredo; Elvira Romano; Fabrizio Maturo (CoRR, 2025)