Hidden Markov Models Based on Generalized Dirichlet Mixtures for Proportional Data Modeling. - Elise Epaillard; Nizar Bouguila (ANNPR, 2014)

Classifying Textures with Only 10 Visual-Words Using Hidden Markov Models with Dirichlet Mixtures. - Elise Epaillard; Nizar Bouguila; Djemel Ziou (ICAIS, 2014)

Hybrid hidden Markov model for mixed continuous/continuous and discrete/continuous data modeling. - Elise Epaillard; Nizar Bouguila (MMSP, 2015)

Modeling and Forecasting Time Series of Compositional Data: A Generalized Dirichlet Power Steady Model. - Mohamad Mehdi; Elise Epaillard; Nizar Bouguila; Jamal Bentahar (SUM, 2015)

Proportional data modeling with hidden Markov models based on generalized Dirichlet and Beta-Liouville mixtures applied to anomaly detection in public areas. - Elise Epaillard; Nizar Bouguila (Pattern Recognit., 2016)

Data-free metrics for Dirichlet and generalized Dirichlet mixture-based HMMs - A practical study. - Elise Epaillard; Nizar Bouguila (Pattern Recognit., 2019)

Variational Bayesian Learning of Generalized Dirichlet-Based Hidden Markov Models Applied to Unusual Events Detection. - Elise Epaillard; Nizar Bouguila (IEEE Trans. Neural Networks Learn. Syst., 2019)