Elise Epaillard

According to our database, Elise Epaillard authored at least 7 papers between 2014 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

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

Data-free metrics for Dirichlet and generalized Dirichlet mixture-based HMMs - A practical study.

Elise Epaillard, Nizar Bouguila

Pattern Recognit., 2019

2016

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

2015

Modeling and Forecasting Time Series of Compositional Data: A Generalized Dirichlet Power Steady Model.

Mohamad Mehdi, Elise Epaillard, Nizar Bouguila, Jamal Bentahar

Proceedings of the Scalable Uncertainty Management - 9th International Conference, 2015

Hybrid hidden Markov model for mixed continuous/continuous and discrete/continuous data modeling.

Elise Epaillard, Nizar Bouguila

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

2014

Classifying Textures with Only 10 Visual-Words Using Hidden Markov Models with Dirichlet Mixtures.

Elise Epaillard, Nizar Bouguila, Djemel Ziou

Proceedings of the Adaptive and Intelligent Systems - Third International Conference, 2014

Hidden Markov Models Based on Generalized Dirichlet Mixtures for Proportional Data Modeling.

Elise Epaillard, Nizar Bouguila

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014