Evolutionary learning of interpretable decision trees LL Custode, G Iacca IEEE Access 11, 6169-6184, 2023 | 42 | 2023 |
Evolutionary neural architecture search for remaining useful life prediction H Mo, LL Custode, G Iacca Applied Soft Computing 108, 107474, 2021 | 37 | 2021 |
Black-box adversarial attacks using evolution strategies H Qiu, LL Custode, G Iacca Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 17 | 2021 |
Benchmark methodological approach for the application of artificial intelligence to lung ultrasound data from covid-19 patients: From frame to prognostic-level U Khan, S Afrakhteh, F Mento, N Fatima, L De Rosa, LL Custode, Z Azam, ... Ultrasonics 132, 106994, 2023 | 15 | 2023 |
A co-evolutionary approach to interpretable reinforcement learning in environments with continuous action spaces LL Custode, G Iacca 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 2021 | 15 | 2021 |
Multi-objective automatic analysis of lung ultrasound data from COVID-19 patients by means of deep learning and decision trees LL Custode, F Mento, F Tursi, A Smargiassi, R Inchingolo, T Perrone, ... Applied Soft Computing 133, 109926, 2023 | 13 | 2023 |
Quality diversity evolutionary learning of decision trees A Ferigo, LL Custode, G Iacca Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 425-432, 2023 | 11 | 2023 |
Interpretable pipelines with evolutionary optimized modules for reinforcement learning tasks with visual inputs LL Custode, G Iacca Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 9 | 2022 |
Interpretable AI for policy-making in pandemics LL Custode, G Iacca Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 8 | 2022 |
Evolutionary optimization of spiking neural P systems for remaining useful life prediction LL Custode, H Mo, A Ferigo, G Iacca Algorithms 15 (3), 98, 2022 | 8 | 2022 |
Towards interpretable policies in multi-agent reinforcement learning tasks M Crespi, LL Custode, G Iacca International Conference on Bioinspired Optimization Methods and Their …, 2022 | 4 | 2022 |
Genetic improvement of routing protocols for delay tolerant networks M Lorandi, LL Custode, G Iacca ACM Transactions on Evolutionary Learning and Optimization 1 (1), 1-37, 2021 | 4 | 2021 |
Neuroevolution of spiking neural p systems LL Custode, H Mo, G Iacca International Conference on the Applications of Evolutionary Computation …, 2022 | 3 | 2022 |
A signal-centric perspective on the evolution of symbolic communication QF Lotito, LL Custode, G Iacca Proceedings of the Genetic and Evolutionary Computation Conference, 120-128, 2021 | 3 | 2021 |
A population-based approach for multi-agent interpretable reinforcement learning M Crespi, A Ferigo, LL Custode, G Iacca Applied Soft Computing 147, 110758, 2023 | 2 | 2023 |
Genetic Improvement of TCP Congestion Avoidance A Carbognin, LL Custode, G Iacca International Conference on Bioinspired Optimization Methods and Their …, 2022 | 2 | 2022 |
Neuro-symbolic interpretable AI for automatic COVID-19 patient-stratification based on standardised lung ultrasound data LL Custode, F Mento, S Afrakhteh, F Tursi, A Smargiassi, R Inchingolo, ... Proceedings of Meetings on Acoustics 46 (1), 2022 | 2 | 2022 |
A greedy iterative layered framework for training feed forward neural networks LL Custode, CL Tecce, I Bakurov, M Castelli, AD Cioppa, L Vanneschi Applications of Evolutionary Computation: 23rd European Conference …, 2020 | 2 | 2020 |
Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time E Cunegatti, LL Custode, G Iacca arXiv preprint arXiv:2403.18755, 2024 | 1 | 2024 |
Quality–diversity optimization of decision trees for interpretable reinforcement learning A Ferigo, LL Custode, G Iacca Neural Computing and Applications, 1-12, 2023 | 1 | 2023 |