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Melvyn Pirolley

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DISC department
AND team
E-mail:
melvyn.pirolley [at] femto-st.fr
Address:
DISC - IUTBM - UFC (Belfort IUT-BM)

19 avenue du Maréchal Juin - BP 527
90016 BELFORT Cedex

Melvyn PIROLLEY's publications

View all publications (5)2026 (1)2024 (3)2023 (1)

2026 (1)

  • article - Machine learning techniques for detecting anomalies in ADS-B data in the context of low altitude aviation
    Aerospace Science and Technology (Volume 168, Issue (Part F), jan 2026, Pages :111199 (12))
    Pirolley, Melvyn | Couturier, Raphael | Salomon, Michel | Ambert, Fabrice
    doi

2024 (3)

  • inproceedings - Machine Learning Toolbox for Anomaly Detection in Low-Flying Aircraft Surveillance
    6th Conference on Artificial Intelligence for Defense (CAID 2024) / Rennes, France (2024, Pages pages 7)
    Pirolley, Melvyn | Couturier, Raphael | Cretin, Aymeric | Chevrot, Antoine | Dubot, Thomas
    ressource | bibtex
    @inproceedings{5e07f7f6-d5e7-4f95-a026-9a6a3f16ead2, title = {Machine Learning Toolbox for Anomaly Detection in Low-Flying Aircraft Surveillance}, author = {Pirolley, Melvyn and Couturier, Raphael and Cretin, Aymeric and Chevrot, Antoine and Dubot, Thomas}, year = {2024}, address = {Rennes, France}, booktitle = {6th Conference on Artificial Intelligence for Defense (CAID 2024)}, editor = {5e07f7f6-d5e7-4f95-a026-9a6a3f16ead2-editor.pdf}, month = {nov}, pages = {7}, url = {https://publiweb.femto-st.fr/tntnet/entries/21665/documents/author/data} }
  • inproceedings - Detecting Ghost Aircraft Flooding in the Surveillance of Low-Flying Civil and Military Aircraft
    4th IEEE International Conference on Computer, Control and Robotics (ICCCR 2024) / Shanghai, China (2024, Pages pages 328 - 332)
    Pirolley, Melvyn | Couturier, Raphael | Ambert, Fabrice | Salomon, Michel
    ressource | doi | bibtex
    @inproceedings{cb822dfd-ee6f-4898-a37a-3a3f0f2a7742, title = {Detecting Ghost Aircraft Flooding in the Surveillance of Low-Flying Civil and Military Aircraft}, author = {Pirolley, Melvyn and Couturier, Raphael and Ambert, Fabrice and Salomon, Michel}, year = {2024}, address = {Shanghai, China}, booktitle = {4th IEEE International Conference on Computer, Control and Robotics (ICCCR 2024)}, editor = {cb822dfd-ee6f-4898-a37a-3a3f0f2a7742-editor.pdf}, month = {apr}, pages = {328 - 332}, url = {https://publiweb.femto-st.fr/tntnet/entries/20747/documents/author/data}, doi = {https://doi.org/10.1109/ICCCR61138.2024.10585511} }
  • inproceedings - Détection d'anomalies ADS-B dans le contexte d'aéronefs basse altitude
    Congrès National de la Recherche des IUT (CNRIUT 2024) / Mulhouse, France (2024, Pages pages 3)
    Pirolley, Melvyn | Couturier, Raphael | Salomon, Michel | Ambert, Fabrice
    ressource | bibtex
    @inproceedings{041d3f50-aafb-4e79-bf23-3e9a92ca8423, title = {D\'etection d'anomalies ADS-B dans le contexte d'a\'eronefs basse altitude}, author = {Pirolley, Melvyn and Couturier, Raphael and Salomon, Michel and Ambert, Fabrice}, year = {2024}, address = {Mulhouse, France}, booktitle = {Congr\`es National de la Recherche des IUT (CNRIUT 2024)}, editor = {041d3f50-aafb-4e79-bf23-3e9a92ca8423-editor.pdf}, month = {mar}, pages = {3}, url = {https://publiweb.femto_st-st.fr/tntnet/entries/20748/documents/author/data} }

2023 (1)

  • inproceedings - ADS-B anomaly detection in the surveillance of low-altitude aircrafts
    11th OpenSky Symposium (2023) / Toulouse, France (Publisher : TU Delft, Delft University of Technology, Volume 1, Issue 2, 2023, Pages pages 5)
    Pirolley, Melvyn | Couturier, Raphael | Salomon, Michel | Ambert, Fabrice
    ressource | doi | bibtex
    @inproceedings{9a60c4aa-f2bc-4f7f-93b2-88e74789a770, title = {ADS-B anomaly detection in the surveillance of low-altitude aircrafts}, author = {Pirolley, Melvyn and Couturier, Raphael and Salomon, Michel and Ambert, Fabrice}, year = {2023}, address = {Toulouse, France}, booktitle = {11th OpenSky Symposium (2023)}, editor = {9a60c4aa-f2bc-4f7f-93b2-88e74789a770-editor.pdf}, month = {oct}, number = {2}, pages = {5}, url = {https://publiweb.femto-st.fr/tntnet/entries/20190/documents/author/data}, volume = {1}, doi = {https://doi.org/10.59490/joas.2023.7200}, journal = {Journal of Open Aviation Science}, publisher = {TU Delft, Delft University of Technology} }