Lucia Cavallaro

According to our database, Lucia Cavallaro authored at least 15 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Comparing Training of Sparse to Classic Neural Networks for Binary Classification in Medical Data.

Laura Erhan, Antonio Liotta, Lucia Cavallaro

Proceedings of the Advances in Mobile Computing and Multimedia Intelligence, 2024

Hybrid Edge-Cloud Federated Learning: The Case of Lightweight Smoking Detection.

Amirhossein Douzandeh Zenoozi, Babak Majidi, Lucia Cavallaro, Antonio Liotta

Proceedings of the Information Integration and Web Intelligence, 2024

Evaluation of High Sparsity Strategies for Efficient Binary Classification.

Laura Erhan, Lucia Cavallaro, Mattia Andrea Antinori, Antonio Liotta

Proceedings of the Big Data Analytics and Knowledge Discovery, 2024

2023

Multi-class Classification Performance Improvements Through High Sparsity Strategies.

Lucia Cavallaro, Tommaso Serafin, Antonio Liotta

Proceedings of the Complex Networks & Their Applications XII, 2023

2022

Network Connectivity Under a Probabilistic Node Failure Model.

Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo

IEEE Trans. Netw. Sci. Eng., 2022

Computer-aided diagnosis for breast cancer classification using deep neural networks and transfer learning.

Hanan Aljuaid, Nazik Alturki, Najah Alsubaie, Lucia Cavallaro, Antonio Liotta

Comput. Methods Programs Biomed., 2022

Analysis on the Effects of Graph Perturbations on Centrality Metrics.

Lucia Cavallaro, Pasquale De Meo, Keyvan Golalipour, Xiaoyang Liu, Giacomo Fiumara, Andrea Tagarelli, Antonio Liotta

Proceedings of the Complex Networks and Their Applications XI, 2022

2021

Graph and Network Theory for the analysis of Criminal Networks.

Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta

CoRR, 2021

Criminal Networks Analysis in Missing Data scenarios through Graph Distances.

Annamaria Ficara, Lucia Cavallaro, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Wei Song, Antonio Liotta

CoRR, 2021

Relations Between Entropy and Accuracy Trends in Complex Artificial Neural Networks.

Lucia Cavallaro, Marco Grassia, Giacomo Fiumara, Giuseppe Mangioni, Pasquale De Meo, Vincenza Carchiolo, Ovidiu Bagdasar, Antonio Liotta

Proceedings of the Complex Networks & Their Applications X - Volume 2, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

2020

Criminal Network: The Sicilian Mafia. "Montagna Operation".

Lucia Cavallaro, Annamaria Ficara, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Wei Song, Antonio Liotta

Dataset, July, 2020

Artificial neural networks training acceleration through network science strategies.

Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta

Soft Comput., 2020

Disrupting Resilient Criminal Networks through Data Analysis: The case of Sicilian Mafia.

Lucia Cavallaro, Annamaria Ficara, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta

CoRR, 2020

Graph Comparison and Artificial Models for Simulating Real Criminal Networks.

Lucia Cavallaro, Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Antonio Liotta

Proceedings of the Complex Networks & Their Applications IX, 2020

2019

Social Network Analysis of Sicilian Mafia Interconnections.

Annamaria Ficara, Lucia Cavallaro, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta

Proceedings of the Complex Networks and Their Applications VIII, 2019