Lucia Cavallaro

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Criminal Networks

Pectoral Muscle

Binary Classification

Top Venues

COMPLEX NETWORKS (2)

Publications

Laura Erhan, Lucia Cavallaro, Mattia Andrea Antinori, Antonio Liotta
Evaluation of High Sparsity Strategies for Efficient Binary Classification. DaWaK (2024)
Lucia Cavallaro, Tommaso Serafin, Antonio Liotta
Multi-class Classification Performance Improvements Through High Sparsity Strategies. COMPLEX NETWORKS (1) (2023)
Hanan Aljuaid, Nazik Alturki, Najah Alsubaie, Lucia Cavallaro, Antonio Liotta
Computer-aided diagnosis for breast cancer classification using deep neural networks and transfer learning. Comput. Methods Programs Biomed. 223 (2022)
Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo
Network Connectivity Under a Probabilistic Node Failure Model. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Lucia Cavallaro, Pasquale De Meo, Keyvan Golalipour, Xiaoyang Liu, Giacomo Fiumara, Andrea Tagarelli, Antonio Liotta
Analysis on the Effects of Graph Perturbations on Centrality Metrics. COMPLEX NETWORKS (2) (2022)
Lucia Cavallaro, Marco Grassia, Giacomo Fiumara, Giuseppe Mangioni, Pasquale De Meo, Vincenza Carchiolo, Ovidiu Bagdasar, Antonio Liotta
Relations Between Entropy and Accuracy Trends in Complex Artificial Neural Networks. COMPLEX NETWORKS (2021)
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
Graph and Network Theory for the analysis of Criminal Networks. CoRR (2021)
Annamaria Ficara, Lucia Cavallaro, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Wei Song, Antonio Liotta
Criminal Networks Analysis in Missing Data scenarios through Graph Distances. CoRR (2021)
Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo
Network connectivity under a probabilistic node failure model. CoRR (2020)
Lucia Cavallaro, Annamaria Ficara, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta
Disrupting Resilient Criminal Networks through Data Analysis: The case of Sicilian Mafia. CoRR (2020)
Lucia Cavallaro, Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Antonio Liotta
Graph Comparison and Artificial Models for Simulating Real Criminal Networks. COMPLEX NETWORKS (2) (2020)
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
Artificial neural networks training acceleration through network science strategies. Soft Comput. 24 (23) (2020)
Annamaria Ficara, Lucia Cavallaro, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta
Social Network Analysis of Sicilian Mafia Interconnections. COMPLEX NETWORKS (2) (2019)
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
Artificial Neural Networks Training Acceleration Through Network Science Strategies. NUMTA (2) (2019)