Articles
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(Soumis) Mixture of multilayer stochastic block models for multiview clustering. (lien)
De Santiago, K., Szafranski, M., & Ambroise, C. (2024). arXiv preprint arXiv:2401.04682. The mimi-SBM R package is available on github and CRAN. -
A Sparse Mixture-of-Experts Model With Screening of Genetic Associations to Guide Disease Subtyping. (lien)
Courbariaux, M., De Santiago, K., Dalmasso, C., Danjou, F., Bekadar, S., Corvol, J. C., … & Ambroise, C. (2022). Frontiers in Genetics, 13, 859462. -
EEG signal analysis with a statistical entropy-based measure for Alzheimer’s disease detection. (lien)
Houmani, N., Abazid, M., De Santiago, K., Boudy, J., Dorizzi, B., Mariani, N., & Kinugawa, K. (2021).Open access book. Advances in Signal Processing: Reviews, Book Series; Yurish, S., Ed.
Proceedings
- Mixture of stochastic block models for multiview clustering. (lien)
De Santiago, K., Szafranski, M., & Ambroise, C. (2023). In ESANN 2023-European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (pp. 151-156). The R package is available on github and CRAN.
Talks
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(October 2023) ESANN 2023-European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
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(September 2023) StatMathAppli 2023 : mimi-SBM