Published Research
Socio-technical AI and the Reform of Recidivism Prediction
The Use of Artificial Intelligence in the Administration of Justice. Suggested Framework of Ethical Principles and Reasoning of Judges in the Use of intelligent Systems
RRAO: An Ontology for the Representation of Reoffending Risk Assessment Knowledge
Towards Fair Recidivism Prediction: Addressing Bias in Machine Learning for the Greek Prison System
Evaluation of Fairness in Machine Learning-Based Recidivism Predictions: the Case of Greek Female Prison System
Journals
- Chatzistamatis, S.; Tsekouras, G.E.; Rigos, A.; Garcia-Recuero, A.; Valari, E.; Siafakas, A.; Kotis, K. A Fairness-Aware and Interpretable Model for Recidivism Prediction. Algorithms 2026, 19, 509. https://doi.org/10.3390/a19070509
- Machan, C., Gomes, J., & García R., Á. (2026). Socio-technical AI and the reform of recidivism prediction. Justice Trends, 15, 61–65.
- Manos, N., Technitis, E., & Sykiotou, A. (2026). The Use of Artificial Intelligence in the Administration of Justice: Suggested Framework of Ethical Principles and Reasoning of Judges in the Use of Intelligent Systems. Laws, 15(2), 20. https://doi.org/10.3390/laws15020020
Conferences
- S. Angelis et al., “RRAO: An Ontology for the Representation of Reoffending Risk Assessment Knowledge,” 2025 16th International Conference on Information, Intelligence, Systems & Applications (IISA), Mytilene, island of Lesvos, Greece, 2025, pp. 1-9, doi: 10.1109/IISA66859.2025.11311249.
- F. Oikonomou et al., “Towards Fair Recidivism Prediction: Addressing Bias in Machine Learning for the Greek Prison System,” 2025 5th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET), Fez, Morocco, 2025, pp. 1-7, doi: 10.1109/IRASET64571.2025.11008007.
- S. Bentos et al., “Evaluation of Fairness in Machine Learning-Based Recidivism Predictions: the Case of Greek Female Prison System,” 2024 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET), FEZ, Morocco, 2024, pp. 1-8, doi: 10.1109/IRASET60544.2024.10548202.