List of publications

  1. (2026) Soukarieh, I., Hessler, G., Minoux, H., Mohr, M., Schmidt, F., Wenzel, J., Barbillon, P., Gangloff, H., Gloaguen, P. HyperSBINN: A hypernetwork-enhanced systems biology-informed neural network for efficient drug cardiosafety assessment Journal of Computational Biology.
  2. (2025) Bez, N., Gloaguen, P., Étienne, M.P., Lanco, S., Joo, R., Rivot, E., Walker, E., Woillez, M., Mahévas, S. Proper account of auto-correlations improves decoding performances of state-space (semi) markov models Peer Community Journal.
  3. (2025) Rozier, H., Gloaguen, P., Septier, F., Boyer, S. Evaluating experimental design to sample mosquitoes Scientific Reports.
  4. (2024) Chagneux, M., Gassiat, E., Gloaguen, P., Le Corff, S. Additive smoothing error in backward variational inference for general state-space models Journal of Machine Learning Research.
  5. (2023) Chagneux, M., Le Corff, S., Gloaguen, P., Ollion, C., Lepâtre, O., Bruge, A. Macrolitter video counting on riverbanks using state space models and moving cameras Computo.
  6. (2023) Martin, A., Étienne, M.P., Gloaguen, P., Le Corff, S., Olsson, J. Backward importance sampling for online estimation of state space models Journal of Computational and Graphical Statistics.
  7. (2022) Gloaguen, P., Le Corff, S., Olsson, J. A pseudo-marginal sequential monte carlo online smoothing algorithm Bernoulli.
  8. (2022) Étienne, M.P., Gloaguen, P. Trajectory reconstruction and behavior identification using geolocation data Statistical approaches for hidden variables in ecology (Chapter 1).
  9. (2021) Gloaguen, P., Chapel, L., Friguet, C., Tavenard, R. Scalable clustering of segmented trajectories within a continuous time framework: Application to maritime traffic data Machine Learning.
  10. (2019) Michelot, T., Gloaguen, P., Blackwell, P., Étienne, M.P. The Langevin diffusion as a continuous-time model of animal movement and habitat selection Methods in Ecology and Evolution.
  11. (2018) Gloaguen, P., Étienne, M.P., Le Corff, S. Online sequential monte carlo smoother for partially observed diffusion processes EURASIP Journal on Advances in Signal Processing.
  12. (2017) Cossic, B., Adjahoutonon, B., Gloaguen, P., Dibanganga, G.L., Maganga, G., Leroy, P., MacLeod, E., Picozzi, K. Trypanosomiasis challenge estimation using the diminazene aceturate (berenil) index in zebu in gabon Tropical animal health and production.
  13. (2017) Gloaguen, P., Étienne, M.P., Le Corff, S. Stochastic differential equation based on a multimodal potential to model movement data in ecology Journal of the Royal Statistical Society: Series C (Applied Statistics).
  14. (2016) Gloaguen, P., Woillez, M., Mahévas, S., Vermard, Y., Rivot, E. Is speed through water a better proxy for fishing activities than speed over ground? Aquatic Living Resources.
  15. (2015) Gloaguen, P., Mahévas, S., Rivot, E., Woillez, M., Guitton, J., Vermard, Y., Étienne, M.P. An autoregressive model to describe fishing vessel movement and activity Environmetrics.