Sfoglia per Autore
Toward Privacy-Aware Environmental Monitoring of $$\textrm{CO}_2$$ and Air Pollutants in Southern Italy
2026 Campanile, Lelio; Di Bonito, Luigi Piero; Marulli, Fiammetta; Balzanella, Antonio; Verde, Rosanna
FWLMkNN: Efficient functional K-nearest neighbor based on clustering and functional data analysis
2025 Sabri, Mohammed; Verde, Rosanna; Balzanella, Antonio
A cluster-wise regression method for distribution-valued data
2025 Balzanella, Antonio; Verde, Rosanna; De Carvalho, Francisco De A. T.
Statistics for Innovation I
2025 Sabri, Mohammed; Verde, Rosanna; Balzanella, Antonio; Gianmarco Borrata, And
Functional Data Regression on Distribution-Valued Data via Logarithm Derivative Quantile Transformation
2025 Borrata, G.; Balzanella, A.; Verde, R.
A new compound indicator based on optimal transport
2025 Agosto, Arianna; Balzanella, Antonio; Cerchiello, Paola
Advancing credit card fraud detection with innovative class partitioning and feature selection technique
2024 Sabri, Mohammed; Balzanella, Antonio; Verde, Rosanna
Functional Local Mean K-Nearest Neighbor: introducing a novel metric for improved algorithm performance
2024 Sabri, Mohammed; Yahyaouy, Ali; Balzanella, Antonio; Verde, Rosanna; Riffi, Jamal; Tairi, Hamid
K-Fuse: Credit card fraud detection based on a classification method with a priori class partitioning and a novel feature selection strategy
2024 Sabri, M.; Verde, Rosanna.; Balzanella, A.
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors
2024 Sabri, Mohammed; Verde, Rosanna; Balzanella, Antonio; Maturo, Fabrizio; Tairi, Hamid; Yahyaouy, Ali; Riffi, Jamal
Detecting patterns in financial data through weighted time-frequency domain clustering
2024 Balzanella, A.; Fortuna, F.; Naccarato, A.
CaseID Detection for Process Mining: A Heuristic-Based Methodology
2024 De Fazio, Roberta; Balzanella, Antonio; Marrone, Stefano; Marulli, Fiammetta; Verde, Laura; Reccia, Vincenzo; Valletta, Paolo
A Clusterwise regression method for distributional data
2023 Balzanella, Antonio; Verde, Rosanna; de Carvalho, Francisco de A. T.
Data science skills for the next generation of statisticians
2023 Antonucci, L.; Balzanella, A.; Bruno, E.; Crocetta, C.; Di Zio, S.; Fontanella, L.; Sanarico, M.; Scarpa, B.; Verde, R.; Vittadini, G.
Clustering spatial data through optimal transport
2023 Balzanella, Antonio; Verde, Rosanna
Mining Distributed Acoustic Sensing data for vehicle traffic monitoring
2022 Balzanella, Antonio; Verde, Rosanna
Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components
2022 de Carvalho, Francisco de A. T.; Irpino, Antonio; Verde, Rosanna; Balzanella, Antonio
A generalised clusteriwise regression for distributional data
2021 Verde, Rosanna; de Carvalho, Francisco de A. T.; Balzanella, Antonio
Co-clustering algorithms for distributional data with automated variable weighting
2021 De Carvalho, Francisco A. T.; Balzanella, Antonio; Irpino, Antonio; Verde, Rosanna
Exploring a Federated Learning Approach to Enhance Authorship Attribution of Misleading Information from Heterogeneous Sources
2021 Marulli, F.; Balzanella, A.; Campanile, L.; Iacono, M.; Mastroianni, M.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Toward Privacy-Aware Environmental Monitoring of $$\textrm{CO}_2$$ and Air Pollutants in Southern Italy | 1-gen-2026 | Campanile, Lelio; Di Bonito, Luigi Piero; Marulli, Fiammetta; Balzanella, Antonio; Verde, Rosanna | |
| FWLMkNN: Efficient functional K-nearest neighbor based on clustering and functional data analysis | 1-gen-2025 | Sabri, Mohammed; Verde, Rosanna; Balzanella, Antonio | |
| A cluster-wise regression method for distribution-valued data | 1-gen-2025 | Balzanella, Antonio; Verde, Rosanna; De Carvalho, Francisco De A. T. | |
| Statistics for Innovation I | 1-gen-2025 | Sabri, Mohammed; Verde, Rosanna; Balzanella, Antonio; Gianmarco Borrata, And | |
| Functional Data Regression on Distribution-Valued Data via Logarithm Derivative Quantile Transformation | 1-gen-2025 | Borrata, G.; Balzanella, A.; Verde, R. | |
| A new compound indicator based on optimal transport | 1-gen-2025 | Agosto, Arianna; Balzanella, Antonio; Cerchiello, Paola | |
| Advancing credit card fraud detection with innovative class partitioning and feature selection technique | 1-gen-2024 | Sabri, Mohammed; Balzanella, Antonio; Verde, Rosanna | |
| Functional Local Mean K-Nearest Neighbor: introducing a novel metric for improved algorithm performance | 1-gen-2024 | Sabri, Mohammed; Yahyaouy, Ali; Balzanella, Antonio; Verde, Rosanna; Riffi, Jamal; Tairi, Hamid | |
| K-Fuse: Credit card fraud detection based on a classification method with a priori class partitioning and a novel feature selection strategy | 1-gen-2024 | Sabri, M.; Verde, Rosanna.; Balzanella, A. | |
| A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors | 1-gen-2024 | Sabri, Mohammed; Verde, Rosanna; Balzanella, Antonio; Maturo, Fabrizio; Tairi, Hamid; Yahyaouy, Ali; Riffi, Jamal | |
| Detecting patterns in financial data through weighted time-frequency domain clustering | 1-gen-2024 | Balzanella, A.; Fortuna, F.; Naccarato, A. | |
| CaseID Detection for Process Mining: A Heuristic-Based Methodology | 1-gen-2024 | De Fazio, Roberta; Balzanella, Antonio; Marrone, Stefano; Marulli, Fiammetta; Verde, Laura; Reccia, Vincenzo; Valletta, Paolo | |
| A Clusterwise regression method for distributional data | 1-gen-2023 | Balzanella, Antonio; Verde, Rosanna; de Carvalho, Francisco de A. T. | |
| Data science skills for the next generation of statisticians | 1-gen-2023 | Antonucci, L.; Balzanella, A.; Bruno, E.; Crocetta, C.; Di Zio, S.; Fontanella, L.; Sanarico, M.; Scarpa, B.; Verde, R.; Vittadini, G. | |
| Clustering spatial data through optimal transport | 1-gen-2023 | Balzanella, Antonio; Verde, Rosanna | |
| Mining Distributed Acoustic Sensing data for vehicle traffic monitoring | 1-gen-2022 | Balzanella, Antonio; Verde, Rosanna | |
| Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components | 1-gen-2022 | de Carvalho, Francisco de A. T.; Irpino, Antonio; Verde, Rosanna; Balzanella, Antonio | |
| A generalised clusteriwise regression for distributional data | 1-gen-2021 | Verde, Rosanna; de Carvalho, Francisco de A. T.; Balzanella, Antonio | |
| Co-clustering algorithms for distributional data with automated variable weighting | 1-gen-2021 | De Carvalho, Francisco A. T.; Balzanella, Antonio; Irpino, Antonio; Verde, Rosanna | |
| Exploring a Federated Learning Approach to Enhance Authorship Attribution of Misleading Information from Heterogeneous Sources | 1-gen-2021 | Marulli, F.; Balzanella, A.; Campanile, L.; Iacono, M.; Mastroianni, M. |
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