Nicolas Caron

@inproceedings{a63d7cbd-8d2e-42ef-a478-e74ae407c2af, title = {Localized Forest Fire Risk Prediction: A Department-Aware Approach for Operational Decision Support}, author = {Caron, Nicolas and Noura, Hassan and Guyeux, Christophe and Aynes, Benjamin}, year = {2026}, address = {Madrid, Spain}, booktitle = {7th Computing, Communications and IoT Applications Conference (ComComAp 2025)}, editor = {}, month = {dec}, url = {https://publiweb.femto-st.fr/tntnet/entries/22203/documents/author/data} }

@inproceedings{12f33358-e948-4005-90d9-d8ed5169838a, title = {Data-Driven Fire-Zone Segmentation for Improved Short-Term Wildfire Prediction}, author = {Caron, Nicolas and Noura, Hassan and Guyeux, Christophe and Aynes, Benjamin}, year = {2026}, address = {Chania, Greece}, booktitle = {22nd Artificial Intelligence Applications and Innovations conference (AIAI 2026)}, editor = {}, month = {jul}, url = {https://publiweb.femto-st.fr/tntnet/entries/22200/documents/author/data} }

@inproceedings{29da50f7-1b97-4d41-8646-167e67e5ce6b, title = {Risk Is Not the Target: A Monotonic Framework for Evaluating Wildfire Operational Risk Signals}, author = {Caron, Nicolas and Guyeux, Christophe and Noura, Hassan and Coulmeau, Maxime and Aynes, Benjamin}, year = {2026}, address = {Madrid, Spain}, booktitle = {IEEE Annual Computer Software and Applications Conference (COMPSAC 2026)}, editor = {}, month = {jul}, url = {https://publiweb.femto-st.fr/tntnet/entries/22201/documents/author/data} }

@inproceedings{f2029ca1-e42d-4e04-b4a4-78beda6c1e48, title = {A Voting System to Optimize Daily Forest Fire Prediction}, author = {Caron, Nicolas and Noura, Hassan and Guyeux, Christophe and Aynes, Benjamin}, year = {2025}, address = {Athens, Greece}, booktitle = {37th International Conference on Tools with Artificial Intelligence (ICTAI 2025)}, editor = {f2029ca1-e42d-4e04-b4a4-78beda6c1e48-editor.pdf}, month = {nov}, pages = {57 - 64}, url = {https://publiweb.femto-st.fr/tntnet/entries/21858/documents/author/data}, doi = {https://doi.org/10.1109/ICTAI66417.2025.00016} }

@inproceedings{4d561fd0-dc39-4468-928f-c0f165ca9a30, title = {Predicting wildfire events with calibrated probabilities}, author = {Caron, Nicolas and Guyeux, Christophe and Ayn\`es, Benjamin}, year = {2024}, address = {Shenzhen, China}, booktitle = {16th ACM International Conference on Machine Learning and Computing (ICMLC 2024)}, editor = {}, month = {feb}, url = {https://publiweb.femto-st.fr/tntnet/entries/20295/documents/author/data} }