Publications

You can also find my articles on my Google Scholar profile.

Peer-reviewed journals

  1. Truong, C., Oudre, L., & Vayatis, N. (2020). Selective review of offline change point detection methods. Signal Processing, 167. [abstract] [doi] [pdf]

  2. Truong, C., Oudre, L., & Vayatis, N. (2019). Greedy kernel change-point detection. IEEE Transactions on Signal Processing, 67(24). [abstract] [doi] [pdf]

  3. Truong, C., Barrois-Müller, R., Moreau, T., Provost, C., Vienne-Jumeau, A., Moreau, A., Vidal, P.-P., Vayatis, N., Buffat, S., Yelnik, A., Ricard, D., & Oudre, L. (2019). A data set for the study of human locomotion with inertial measurements units. Image Processing On Line (IPOL), 9. [abstract] [doi] [pdf] [online demo]

  4. Oudre, L., Barrois-Müller, R., Moreau, T., Truong, C., Vienne-Jumeau, A., Ricard, D., Vayatis, N., & Vidal, P.-P. (2018). Template-based step detection with inertial measurement units. Sensors, 18(11). [abstract] [doi] [pdf]

  5. Barrois-Müller, R., Gregory, T., Oudre, L., Moreau, T., Truong, C., Aram Pulini, A., Vienne, A., Labourdette, C., Vayatis, N., Buffat, S., Yelnik, A., de Waele, C., Laporte, S., Vidal, P.-P., & Ricard, D. (2016). An automated recording method in clinical consultation to rate the limp in lower limb osteoarthritis. PLoS One, 11(10), e0164975. [abstract] [doi] [pdf]

International conference papers

  1. Jung, S., Oudre, L., Truong, C., Dorveaux, E., Gorintin, L., Vayatis, N., & Ricard, D. (2021). Adaptive change-point detection for studying human locomotion. Proceedings of the International Conference of the IEEE Engineering in Medecine and Biology Society (EMBC). [pdf]

  2. Dib, A., Truong, C., Oudre, L., Mougeot, M., Vayatis, N., & Nonne, H. (2021). Bayesian feature discovery for predictive maintenance. Proceedings of the European Signal Processing Conference (EUSIPCO), 1–5. [pdf]

  3. Truong, C., Oudre, L., & Vayatis, N. (2019). Supervised kernel change point detection with partial annotations. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1–5. [doi] [pdf]

  4. Truong, C., Oudre, L., & Vayatis, N. (2017). Penalty learning for changepoint detection. Proceedings of the European Signal Processing Conference (EUSIPCO), 1569–1573. [doi] [pdf]

  5. Barrois-Müller, R., Oudre, L., Moreau, T., Truong, C., Vayatis, N., Buffat, S., Yelnik, A., de Waele, C., Gregory, T., Laporte, S., Vidal, P. P., & Ricard, D. (2015). Quantify osteoarthritis gait at the doctor’s office: a simple pelvis accelerometer based method independent from footwear and aging. Computer Methods in Biomechanics and Biomedical Engineering, 18 Suppl 1, 1880–1881. [doi] [pdf]

National conference papers

  1. Truong, C., Oudrez, L., & Vayatis, N. (2019). Méthodes à noyaux et annotations partielles. Proceedings of the Groupe de Recherche et d’Etudes En Traitement Du Signal et Des Images (GRETSI). [pdf]

  2. Truong, C., Oudre, L., & Vayatis, N. (2015). Segmentation de signaux physiologiques par optimisation globale. Proceedings of the Groupe de Recherche et d’Etudes En Traitement Du Signal et Des Images (GRETSI). [pdf]

  3. Oudre, L., Moreau, T., & Truong, C. (2015). Détection de pas à partir de données d’accélérométrie. Proceedings of the Groupe de Recherche et d’Etudes En Traitement Du Signal et Des Images (GRETSI).

International and national communications (without proceedings)

  1. Oudre, L., Barrois-Müller, R., Moreau, T., Truong, C., Dadashi, R., Grégory, T., Ricard, D., Vayatis, N., De Waele, C., Yelnik, A., & Vidal, P.-P. (2015). Détection automatique des pas à partir de capteurs inertiels pour la quantification de la marche en consultation. Neurophysiologie Clinique/Clinical Neurophysiology, 45(4–5), 394. [doi] [pdf]

  2. Audiffren, J., Barrois-Müller, R., Provost, C., Chiarovano, É., Oudre, L., Moreau, T., Truong, C., Yelnik, A., Vayatis, N., Vidal, P.-P., De Waele, C., Buffat, S., & Ricard, D. (2015). Évaluation de l’équilibre et prédiction des risques de chutes en utilisant une Wii board balance. Neurophysiologie Clinique/Clinical Neurophysiology, 45(4–5), 403. [doi] [pdf]

PhD thesis

Truong, C. (2018). Multiple change point detection - application to physiological signals. Université Paris-Saclay. [abstract] [hal] [pdf]