Lucia Cavallaro

22 papers B 2C 1Journal 11Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
An experimental comparison of deep learning models for pneumonia classification from chest X-ray images.
Biomed. Signal Process. Control.
Hanan Aljuaid, Hanan Adlan, Budoor Alkebsi, Badria Sulaiman Alfurhood, Antonio Liotta, Lucia Cavallaro
2026 J jnl
Exploring the impact of adaptive rewiring in Graph Neural Networks.
CoRR
Charlotte Cambier van Nooten, Christos Aronis, Yuliya Shapovalova, Lucia Cavallaro
2025 J jnl
A comparative study of neural network pruning strategies for industrial applications.
Frontiers Comput. Sci.
Amirhossein Douzandeh Zenoozi, Laura Erhan, Antonio Liotta, Lucia Cavallaro
2025 B conf
Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0.
IJCNN
Davide Domini, Laura Erhan, Gianluca Aguzzi, Lucia Cavallaro, Amirhossein Douzandeh Zenoozi, Antonio Liotta, Mirko Viroli
2025 J jnl
Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0.
CoRR
Davide Domini, Laura Erhan, Gianluca Aguzzi, Lucia Cavallaro, Amirhossein Douzandeh Zenoozi, Antonio Liotta, Mirko Viroli
2024 C conf
Comparing Training of Sparse to Classic Neural Networks for Binary Classification in Medical Data.
MoMM
Laura Erhan, Antonio Liotta, Lucia Cavallaro
2024 B conf
Evaluation of High Sparsity Strategies for Efficient Binary Classification.
DaWaK
Laura Erhan, Lucia Cavallaro, Mattia Andrea Antinori, Antonio Liotta
2024 — conf
Hybrid Edge-Cloud Federated Learning: The Case of Lightweight Smoking Detection.
iiWAS (1)
Amirhossein Douzandeh Zenoozi, Babak Majidi, Lucia Cavallaro, Antonio Liotta
2023 — conf
Miniaturisation of Binary Classifiers Through Sparse Neural Networks.
NUMTA (1)
Lucia Cavallaro, Tommaso Serafin, Antonio Liotta
2023 — conf
Multi-class Classification Performance Improvements Through High Sparsity Strategies.
COMPLEX NETWORKS (1)
Lucia Cavallaro, Tommaso Serafin, Antonio Liotta
2022 — conf
Analysis on the Effects of Graph Perturbations on Centrality Metrics.
COMPLEX NETWORKS (2)
Lucia Cavallaro, Pasquale De Meo, Keyvan Golalipour, Xiaoyang Liu, Giacomo Fiumara, Andrea Tagarelli, Antonio Liotta
2022 J jnl
Computer-aided diagnosis for breast cancer classification using deep neural networks and transfer learning.
Comput. Methods Programs Biomed.
Hanan Aljuaid, Nazik Alturki, Najah Alsubaie, Lucia Cavallaro, Antonio Liotta
2022 J jnl
Network Connectivity Under a Probabilistic Node Failure Model.
IEEE Trans. Netw. Sci. Eng.
Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo
2021 J jnl
Criminal Networks Analysis in Missing Data scenarios through Graph Distances.
CoRR
Annamaria Ficara, Lucia Cavallaro, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Wei Song, Antonio Liotta
2021 J jnl
Graph and Network Theory for the analysis of Criminal Networks.
CoRR
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
2021 — conf
Relations Between Entropy and Accuracy Trends in Complex Artificial Neural Networks.
COMPLEX NETWORKS
Lucia Cavallaro, Marco Grassia, Giacomo Fiumara, Giuseppe Mangioni, Pasquale De Meo, Vincenza Carchiolo, Ovidiu Bagdasar, Antonio Liotta
2020 J jnl
Artificial neural networks training acceleration through network science strategies.
Soft Comput.
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
2020 J jnl
Disrupting Resilient Criminal Networks through Data Analysis: The case of Sicilian Mafia.
CoRR
Lucia Cavallaro, Annamaria Ficara, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta
2020 — conf
Graph Comparison and Artificial Models for Simulating Real Criminal Networks.
COMPLEX NETWORKS (2)
Lucia Cavallaro, Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Antonio Liotta
2020 J jnl
Network connectivity under a probabilistic node failure model.
CoRR
Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo
2019 — conf
Artificial Neural Networks Training Acceleration Through Network Science Strategies.
NUMTA (2)
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
2019 — conf
Social Network Analysis of Sicilian Mafia Interconnections.
COMPLEX NETWORKS (2)
Annamaria Ficara, Lucia Cavallaro, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta