Franca Rocco di Torrepadula

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Multiclass Support Vector Machines

Literature Review

Machine Learning

Public Transportation

Top Venues

ACM Trans. Embed. Comput. Syst.

Eng. Appl. Artif. Intell.

SuMob@SIGSPATIAL

Publications

Franca Rocco di Torrepadula
Enhancing Efficiency and Privacy of Intelligent Public Transportation Systems Through Federated Learning and EdgeAI. W2GIS (2024)
Franca Rocco di Torrepadula, Enea Vincenzo Napolitano, Sergio Di Martino, Nicola Mazzocca
Machine Learning for public transportation demand prediction: A Systematic Literature Review. Eng. Appl. Artif. Intell. 137 (2024)
Sergio Di Martino, Enrico Landolfi, Nicola Mazzocca, Franca Rocco di Torrepadula, Luigi Libero Lucio Starace
A visual-based toolkit to support mobility data analytics. Expert Syst. Appl. 238 (Part C) (2024)
Alessandro Cilardo, Vincenzo Maisto, Nicola Mazzocca, Franca Rocco di Torrepadula
An Approach to the Systematic Characterization of Multitask Accelerated CNN Inference in Edge MPSoCs. ACM Trans. Embed. Comput. Syst. 23 (3) (2024)
Alessandra De Benedictis, Franca Rocco di Torrepadula, Alessandra Somma
A Digital Twin Architecture for Intelligent Public Transportation Systems: A FIWARE-Based Solution. W2GIS (2024)
Sergio Di Martino, Nicola Mazzocca, Franca Rocco di Torrepadula, Luigi Libero Lucio Starace
Mobility Data Analytics with KNOT: The KNime mObility Toolkit. W2GIS (2023)
Franca Rocco di Torrepadula, Debora Russo, Sergio Di Martino, Nicola Mazzocca, Paolo Sannino
Using SUMO towards Proactive Public Mobility: Some Lessons Learned. SuMob@SIGSPATIAL (2023)
Laura Dunne, Franca Rocco di Torrepadula, Sergio Di Martino, Gavin McArdle, Davide Nardone
Bus Journey Time Prediction with Machine Learning: An Empirical Experience in Two Cities. W2GIS (2023)
Flora Amato, Sergio Di Martino, Nicola Mazzocca, Davide Nardone, Franca Rocco di Torrepadula, Paolo Sannino
Bus Passenger Load Prediction: Challenges from an Industrial Experience. W2GIS (2022)
Alessandro Cilardo, Vincenzo Maisto, Nicola Mazzocca, Franca Rocco di Torrepadula
A Proposal for FPGA-Accelerated Deep Learning Ensembles in MPSoC Platforms Applied to Malware Detection. QUATIC (2022)