Sfoglia per Autore
FWLMkNN: Efficient functional K-nearest neighbor based on clustering and functional data analysis
2025 Sabri, Mohammed; Verde, Rosanna; Balzanella, Antonio
Statistics for Innovation I
2025 Sabri, Mohammed; Verde, Rosanna; Balzanella, Antonio; Gianmarco Borrata, And
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
New skills in symbolic data analysis for official statistics
2024 Verde, Rosanna; Batagelj, Vladimir; Brito, Paula; Silva, A. Pedro Duarte; Korenjak-Černe, Simona; Dobša, Jasminka; Diday, Edwin
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
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers
2024 Maturo, Fabrizio; Verde, Rosanna
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers
2024 Maturo, Fabrizio; Verde, Rosanna
The Rating of Journals and the Research Outcomes in Statistical Sciences in Italian Universities
2023 Barbieri Maria, Maddalena; Bassi, Francesca; Irpino, Antonio; Verde, Rosanna
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
Supervised classification of curves via a combined use of functional data analysis and tree-based methods
2023 Maturo, Fabrizio; Verde, Rosanna
A Clusterwise regression method for distributional data
2023 Balzanella, Antonio; Verde, Rosanna; de Carvalho, Francisco de A. T.
Classification of ECG signals based on functional data analysis and machine learning techniques
2022 Sabri, Mohammed; Maturo, Fabrizio; Verde, Rosanna; Riffi, Jamal; Yahyaouy, Ali
Descriptive Statistics for Numeric Distributional Data
2022 Irpino, Antonio; Verde, Rosanna
Regression Analysis of Distributional Data Based on a Two-Component Model
2022 Irpino, Antonio; Verde, Rosanna
Partitive and Hierarchical Clustering of Distributional Data using the Wasserstein Distance
2022 Verde, Rosanna; Irpino, Antonio
Functional Random Forest for Biomedical Signals Classification and Interpretative Tools
2022 Maturo, Fabrizio; Verde, Rosanna
Mining Distributed Acoustic Sensing data for vehicle traffic monitoring
2022 Balzanella, Antonio; Verde, Rosanna
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