Antonio Balzanella

21 papers B 1Journal 9Unranked 7
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
2023 — conf
CaseID Detection for Process Mining: A Heuristic-Based Methodology.
ICPM Workshops
Roberta De Fazio, Antonio Balzanella, Stefano Marrone, Fiammetta Marulli, Laura Verde, Vincenzo Reccia, Paolo Valletta
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 B conf
Exploring a Federated Learning Approach to Enhance Authorship Attribution of Misleading Information from Heterogeneous Sources.
IJCNN
Fiammetta Marulli, Antonio Balzanella, Lelio Campanile, Mauro Iacono, Michele Mastroianni
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
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 — conf
Order statistics for histogram data and a box plot visualization tool.
Symbolic Data Analysis and Visualization
Rosanna Verde, Antonio Balzanella, Antonio Irpino
2013 — ch.
A Two-Phase Clustering Based Strategy for Outliers Detection in Georeferenced Curves.
Statistical Models for Data Analysis
Elvira Romano, Antonio Balzanella
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 — conf
On-Line Clustering of Functional Boxplots for Monitoring Multiple Streaming Time Series.
ECDA
Elvira Romano, Antonio Balzanella
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
2007 J jnl
Knowledge extraction by dynamical clustering of sea waves streaming data.
Monde des Util. Anal. Données
Elvira Romano, Antonio Balzanella, Rosanna Verde