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

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

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

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

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

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

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

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

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)

Exploring a Federated Learning Approach to Enhance Authorship Attribution of Misleading Information from Heterogeneous Sources. - Fiammetta Marulli; Antonio Balzanella; Lelio Campanile; Mauro Iacono; Michele Mastroianni (IJCNN, 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)

CaseID Detection for Process Mining: A Heuristic-Based Methodology. - Roberta De Fazio; Antonio Balzanella; Stefano Marrone 001; Fiammetta Marulli; Laura Verde; Vincenzo Reccia; Paolo Valletta (ICPM Workshops, 2023)

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)