| Answer set programming and agents A Dyoub, S Costantini, G De Gasperis The Knowledge Engineering Review 33, e19, 2018 | 17 | 2018 |
| Logic-based Machine Learning for Transparent Ethical Agents. A Dyoub, S Costantini, FA Lisi, I Letteri CILC, 169-183, 2020 | 15 | 2020 |
| A logic-based multi-agent system for ethical monitoring and evaluation of dialogues A Dyoub, S Costantini, I Letteri, FA Lisi arXiv preprint arXiv:2109.08294, 2021 | 14 | 2021 |
| Imbalanced dataset optimization with new resampling techniques I Letteri, AD Cecco, A Dyoub, GD Penna Proceedings of SAI Intelligent Systems Conference, 199-215, 2021 | 13 | 2021 |
| Logic programming and machine ethics A Dyoub, S Costantini, FA Lisi arXiv preprint arXiv:2009.11186, 2020 | 13 | 2020 |
| Towards an ILP application in machine ethics A Dyoub, S Costantini, FA Lisi Inductive Logic Programming: 29th International Conference, ILP 2019 …, 2020 | 11 | 2020 |
| Towards ethical machines via logic programming A Dyoub, S Costantini, FA Lisi arXiv preprint arXiv:1909.08255, 2019 | 11 | 2019 |
| A novel resampling technique for imbalanced dataset optimization I Letteri, A Di Cecco, A Dyoub, G Della Penna arXiv preprint arXiv:2012.15231, 2020 | 10 | 2020 |
| Learning answer set programming rules for ethical machines A Dyoub, S Costantini, FA Lisi Proceedings of the Thirty Fourth Italian Conference on Computational Logic-CILC, 2019 | 10 | 2019 |
| DNN-ForwardTesting: A new trading strategy validation using statistical timeseries analysis and deep neural networks I Letteri, G Della Penna, G De Gasperis, A Dyoub arXiv preprint arXiv:2210.11532, 2022 | 8 | 2022 |
| A stock trading system for a medium volatile asset using multi layer perceptron I Letteri, G Della Penna, G De Gasperis, A Dyoub arXiv preprint arXiv:2201.12286, 2022 | 7 | 2022 |
| Care Robots Learning Rules of Ethical Behavior Under the Supervision of an Ethical Teacher (Short paper). A Dyoub, S Costantini, I Letteri HYDRA/RCRA@ LPNMR, 1-8, 2022 | 6 | 2022 |
| Trading Strategy Validation Using Forwardtesting with Deep Neural Networks. I Letteri, G Della Penna, G De Gasperis, A Dyoub FEMIB, 15-25, 2023 | 5 | 2023 |
| Ethical Monitoring and Evaluation of Dialogues with a MAS. A Dyoub, S Costantini, FA Lisi, I Letteri CILC, 158-172, 2021 | 5 | 2021 |
| Demo paper: Monitoring and evaluation of ethical behavior in dialog systems A Dyoub, S Costantini, FA Lisi, G De Gasperis Advances in Practical Applications of Agents, Multi-Agent Systems, and …, 2020 | 5 | 2020 |
| Trustworthiness and safety for intelligent ethical logical agents via interval temporal logic and runtime self-checking S Costantini, G De Gasperis, A Dyoub, V Pitoni 2018 AAAI Spring Symposium Series, 2018 | 5 | 2018 |
| Extension of constraint-procedural logic-generated environments for deep Q-learning agent training and benchmarking G De Gasperis, S Costantini, A Rafanelli, P Migliarini, I Letteri, A Dyoub Journal of Logic and Computation 33 (8), 1712-1733, 2023 | 4 | 2023 |
| Dataset Optimization for Chronic Disease Prediction with Bio-Inspired Feature Selection A Dyoub, I Letteri arXiv preprint arXiv:2401.05380, 2023 | 3 | 2023 |
| An Approach Towards Ethical Chatbots in Customer Service. A Dyoub, S Costantini, FA Lisi AIRO@ AI* IA, 1-5, 2019 | 3 | 2019 |
| Towards Humanized Ethical Intelligent Agents: the role of Reflection and Introspection. S Costantini, A Dyoub, V Pitoni CILC, 82-96, 2018 | 3 | 2018 |
