| A CNN approach for audio classification in construction sites A Maccagno, A Mastropietro, U Mazziotta, M Scarpiniti, YC Lee, A Uncini Progresses in Artificial Intelligence and Neural Systems 184, 371-381, 2019 | 43 | 2019 |
| EdgeSHAPer: Bond-centric Shapley value-based explanation method for graph neural networks A Mastropietro, G Pasculli, C Feldmann, R Rodríguez-Pérez, J Bajorath Iscience 25 (10), 2022 | 14 | 2022 |
| Learning characteristics of graph neural networks predicting protein–ligand affinities A Mastropietro, G Pasculli, J Bajorath Nature Machine Intelligence 5, 1427–1436, 2023 | 5 | 2023 |
| NIAPU: network-informed adaptive positive-unlabeled learning for disease gene identification P Stolfi, A Mastropietro, G Pasculli, P Tieri, D Vergni Bioinformatics 39 (2), btac848, 2023 | 5 | 2023 |
| Network proximity-based drug repurposing strategy for early and late stages of primary biliary cholangitis E Shahini, G Pasculli, A Mastropietro, P Stolfi, P Tieri, D Vergni, ... Biomedicines 10 (7), 1694, 2022 | 4 | 2022 |
| Calculation of exact Shapley values for explaining support vector machine models using the radial basis function kernel A Mastropietro, C Feldmann, J Bajorath Scientific Reports 13 (1), 19561, 2023 | 2 | 2023 |
| XGDAG: explainable gene–disease associations via graph neural networks A Mastropietro, G De Carlo, A Anagnostopoulos Bioinformatics 39 (8), btad482, 2023 | 2 | 2023 |
| Protocol to explain graph neural network predictions using an edge-centric Shapley value-based approach A Mastropietro, G Pasculli, J Bajorath STAR protocols 3 (4), 101887, 2022 | 2 | 2022 |
| AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes M Maranghi, A Anagnostopoulos, I Cannistraci, I Chatzigiannakis, ... arXiv preprint arXiv:2206.06182, 2022 | 2 | 2022 |
| Proconsul: Probabilistic exploration of connectivity significance patterns for disease module discovery R De Luca, M Carfora, G Blanco, A Mastropietro, M Petti, P Tieri 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022 | 1 | 2022 |
| NETWORK PROXIMITY-BASED DRUG REPURPOSING STRATEGY FOR PRIMARY BILIARY CHOLANGITIS E Shahini, G Pasculli, A Mastropietro, P Stolfi, P Tieri, D Vergni, ... Digestive and Liver Disease 54, S106, 2022 | 1 | 2022 |
| Adaptive Positive-Unlabelled Learning via Markov Diffusion P Stolfi, A Mastropietro, G Pasculli, P Tieri, D Vergni arXiv preprint arXiv:2108.06158, 2021 | 1 | 2021 |
| Protocol to explain support vector machine predictions via exact Shapley value computation A Mastropietro, J Bajorath STAR protocols 5 (2), 103010, 2024 | | 2024 |
Giuseppe PasculliPhD | La Sapienza University, Rome, ItalyVerified email at diag.uniroma1.it
