2024
- Kuratomi, A., Miliou, I., Lee, Z., Lindgren, T., & Papapetrou, P. (2024). Ijuice: integer JUstIfied counterfactual explanations. Machine Learning, 1-41.
2023
- Alejandro Kuratomi, Zed Lee, Ioanna Miliou, Tony Lindgren, and Panagiotis Papapetrou. Orange: Opposite-label sorting for tangent explanations in heterogeneous spaces. In IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA). Springer, 2023.
2022
- Kuratomi, A., Miliou, I., Lee, Z., Lindgren, T., & Papapetrou, P. JUICE: JUstIfied Counterfactual Explanations. In Discovery Science: 25th International Conference, DS 2022, Montpellier, France, October 10–12, 2022, Proceedings (pp. 493-508). Cham: Springer Nature Switzerland.
- Kuratomi, A., Pitoura, E., Papapetrou, P., Lindgren, T., Tsaparas, P., Measuring the burden of (un) fairness using counterfactuals. In Joint European Conference on Machine
Learning and Knowledge Discovery in Databases (pp. 402-417). Springer, 2022
2020
- Kuratomi, A., Lindgren, T., & Papapetrou, P. Prediction of Global Navigation Satellite System Positioning Errors with Guarantees. In Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part IV (pp. 562-578). Cham: Springer International Publishing.
2019
- Kuratomi, A. GNSS Position Error Estimated by Machine Learning Techniques with Environmental Information Input. In Master Thesis in Engineering Design: Mechatronics, KTH.