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Romain Giot
- Maître de Conférences
- IUT
- Department
- SeD
- Team
- Bench to Knowledge and Beyond
- Personal page
- http://www.labri.fr/perso/rgiot
- E-mail address
- romain.giot
labri.fr - Office
- 371
- Tel
- +33 (0)5 40 00 35 02
Excerpt from publications
- Boyu Zhu, Romain Giot. Dataset Bias Detection for Biometric Verification with the Biometric Confusion Matrix: A Preliminary Experiment on Keystroke Dynamics. EGC 2026 EXPLAIN'AI Workshop, Jan 2026, Anglet, France.
- Boyu Zhu, Romain Giot. Biometric Confusion Matrix and Inter ZooPlot: Two Novel Visualizations for Biometric Verification Evaluation. IEEE International Joint Conference on Biometrics (IJCB 2025), Sep 2025, Osaka, Japan.
- Alexey Zhukov, Jenny Benois-Pineau, Romain Giot, Romain Bourqui. Explainable AI in Image Classification Tasks: How to Choose the Best?. Emotional Data Applications and Regulation of Artificial Intelligence in Society, 69, Springer Nature Switzerland, pp.49-70, 2025, Law, Governance and Technology Series,
- Alexey Zhukov, Jenny Benois-Pineau, Romain Giot, Romain Bourqui, Luca Bourroux. FEM and Multi-Layered FEM: Feature Explanation Methods with Statistical Filtering of Important Features. Emerging Topics in Pattern Recognition and Artificial Intelligence, 09, WORLD SCIENTIFIC, pp.295-327, 2024, Series on Language Processing, Pattern Recognition, and Intelligent Systems,
- Hyeon Yu, Jenny Benois-Pineau, Romain Bourqui, Romain Giot, Alexey Zhukov. Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods. arXiv, arXiv, 2024,