| Computer-aided diagnosis for breast cancer classification using deep neural networks and transfer learning H Aljuaid, N Alturki, N Alsubaie, L Cavallaro, A Liotta Computer Methods and Programs in Biomedicine 223, 106951, 2022 | 176 | 2022 |
| Disrupting resilient criminal networks through data analysis: The case of Sicilian Mafia L Cavallaro, A Ficara, P De Meo, G Fiumara, S Catanese, O Bagdasar, ... Plos one 15 (8), e0236476, 2020 | 83 | 2020 |
| Criminal networks analysis in missing data scenarios through graph distances A Ficara, L Cavallaro, F Curreri, G Fiumara, P De Meo, O Bagdasar, ... PLoS one 16 (8), e0255067, 2021 | 32 | 2021 |
| Social network analysis of Sicilian Mafia interconnections A Ficara, L Cavallaro, P De Meo, G Fiumara, S Catanese, O Bagdasar, ... Complex Networks and Their Applications VIII: Volume 2 Proceedings of the …, 2020 | 28 | 2020 |
| Artificial neural networks training acceleration through network science strategies L Cavallaro, O Bagdasar, P De Meo, G Fiumara, A Liotta Soft Computing 24 (23), 17787-17795, 2020 | 14 | 2020 |
| Graph and network theory for the analysis of criminal networks L Cavallaro, O Bagdasar, P De Meo, G Fiumara, A Liotta Data Science and Internet of Things: Research and Applications at the …, 2021 | 13 | 2021 |
| Network connectivity under a probabilistic node failure model L Cavallaro, S Costantini, P De Meo, A Liotta, G Stilo IEEE Transactions on Network Science and Engineering 9 (4), 2463-2480, 2022 | 10 | 2022 |
| Graph comparison and artificial models for simulating real criminal networks L Cavallaro, A Ficara, F Curreri, G Fiumara, P De Meo, O Bagdasar, ... Complex Networks & Their Applications IX: Volume 2, Proceedings of the Ninth …, 2021 | 10 | 2021 |
| Social network analysis: The use of graph distances to compare artificial and criminal networks A Ficara, F Curreri, L Cavallaro, P De Meo, G Fiumara, O Bagdasar, ... Journal of Smart Environments and Green Computing, 2021 | 5 | 2021 |
| Criminal Network: The Sicilian Mafia.“ L Cavallaro, A Ficara, P De Meo, G Fiumara, S Catanese, O Bagdasar, ... Montagna Operation, 2020 | 5 | 2020 |
| Miniaturisation of binary classifiers through sparse neural networks L Cavallaro, T Serafin, A Liotta International Conference on Numerical Computations: Theory and Algorithms …, 2023 | 3 | 2023 |
| On the sensitivity of centrality metrics L Cavallaro, P De Meo, G Fiumara, A Liotta Plos one 19 (5), e0299255, 2024 | 2 | 2024 |
| Network science strategies for accelerating the training of artificial neural networks L Cavallaro, O Bagdasar, P De Meo, G Fiumara, A Liotta Numerical Computations: Theory and Algorithms NUMTA 2019, 169, 2019 | 2 | 2019 |
| Analysis on the Effects of Graph Perturbations on Centrality Metrics L Cavallaro, P De Meo, K Golalipour, X Liu, G Fiumara, A Tagarelli, ... International Conference on Complex Networks and Their Applications, 433-444, 2022 | 1 | 2022 |
| Hybrid Edge-Cloud Federated Learning: The Case of Lightweight Smoking Detection A Douzandeh Zenoozi, B Majidi, L Cavallaro, A Liotta International Conference on Information Integration and Web Intelligence …, 2025 | | 2025 |
| Comparing Training of Sparse to Classic Neural Networks for Binary Classification in Medical Data L Erhan, A Liotta, L Cavallaro International Conference on Advances in Mobile Computing and Multimedia …, 2024 | | 2024 |
| Evaluation of High Sparsity Strategies for Efficient Binary Classification L Erhan, L Cavallaro, MA Antinori, A Liotta International Conference on Big Data Analytics and Knowledge Discovery, 106-111, 2024 | | 2024 |
| Multi-class Classification Performance Improvements Through High Sparsity Strategies L Cavallaro, T Serafin, A Liotta International Conference on Complex Networks and Their Applications, 331-338, 2023 | | 2023 |
| Relations Between Entropy and Accuracy Trends in Complex Artificial Neural Networks L Cavallaro, M Grassia, G Fiumara, G Mangioni, P De Meo, V Carchiolo, ... Complex Networks & Their Applications X: Volume 2, Proceedings of the Tenth …, 2022 | | 2022 |
| Network Features in Complex Applications L Cavallaro PQDT-UK & Ireland, 2021 | | 2021 |
Antonio LiottaProfessor at Faculty of Engineering, University of Bozen-Bolzano, ItalyVerified email at unibz.it