Franca Rocco di Torrepadula

16 papers C 5Misc 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distilling knowledge for low-energy AIoT.
J. Syst. Archit.
Franca Rocco di Torrepadula, Vincenzo Maisto, Alessandro Cilardo, Nicola Mazzocca
2025 — conf
Bridging Efficient and Explainable Traffic Flow Prediction on the Edge.
AINA (6)
Mario Barbareschi, Antonio Emmanuele, Nicola Mazzocca, Franca Rocco di Torrepadula
2025 J jnl
Designing on-board explainable passenger flow prediction.
Eng. Appl. Artif. Intell.
Mario Barbareschi, Antonio Emmanuele, Nicola Mazzocca, Franca Rocco di Torrepadula
2025 J jnl
Fedflow: a personalized federated learning framework for passenger flow prediction.
Mach. Learn.
Franca Rocco di Torrepadula, Marco Fisichella, Sergio Di Martino, Nicola Mazzocca
2025 — conf
Harnessing Explainable AI in Railway: A Decision Tree-Based Approach.
EDCC-C
Mario Barbareschi, Antonio Emmanuele, Nicola Mazzocca, Franca Rocco di Torrepadula
2025 J jnl
Smart Ecosystems and Digital Twins: An Architectural Perspective and a FIWARE-Based Solution.
IEEE Softw.
Franca Rocco di Torrepadula, Alessandra Somma, Alessandra De Benedictis, Nicola Mazzocca
2024 C conf
A Digital Twin Architecture for Intelligent Public Transportation Systems: A FIWARE-Based Solution.
W2GIS
Alessandra De Benedictis, Franca Rocco di Torrepadula, Alessandra Somma
2024 J jnl
A visual-based toolkit to support mobility data analytics.
Expert Syst. Appl.
Sergio Di Martino, Enrico Landolfi, Nicola Mazzocca, Franca Rocco di Torrepadula, Luigi Libero Lucio Starace
2024 J jnl
An Approach to the Systematic Characterization of Multitask Accelerated CNN Inference in Edge MPSoCs.
ACM Trans. Embed. Comput. Syst.
Alessandro Cilardo, Vincenzo Maisto, Nicola Mazzocca, Franca Rocco di Torrepadula
2024 C conf
Enhancing Efficiency and Privacy of Intelligent Public Transportation Systems Through Federated Learning and EdgeAI.
W2GIS
Franca Rocco di Torrepadula
2024 J jnl
Machine Learning for public transportation demand prediction: A Systematic Literature Review.
Eng. Appl. Artif. Intell.
Franca Rocco di Torrepadula, Enea Vincenzo Napolitano, Sergio Di Martino, Nicola Mazzocca
2023 C conf
Bus Journey Time Prediction with Machine Learning: An Empirical Experience in Two Cities.
W2GIS
Laura Dunne, Franca Rocco di Torrepadula, Sergio Di Martino, Gavin McArdle, Davide Nardone
2023 C conf
Mobility Data Analytics with KNOT: The KNime mObility Toolkit.
W2GIS
Sergio Di Martino, Nicola Mazzocca, Franca Rocco di Torrepadula, Luigi Libero Lucio Starace
2023 — conf
Using SUMO towards Proactive Public Mobility: Some Lessons Learned.
SuMob@SIGSPATIAL
Franca Rocco di Torrepadula, Debora Russo, Sergio Di Martino, Nicola Mazzocca, Paolo Sannino
2022 Misc conf
A Proposal for FPGA-Accelerated Deep Learning Ensembles in MPSoC Platforms Applied to Malware Detection.
QUATIC
Alessandro Cilardo, Vincenzo Maisto, Nicola Mazzocca, Franca Rocco di Torrepadula
2022 C conf
Bus Passenger Load Prediction: Challenges from an Industrial Experience.
W2GIS
Flora Amato, Sergio Di Martino, Nicola Mazzocca, Davide Nardone, Franca Rocco di Torrepadula, Paolo Sannino