Elise Epaillard

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 3

Top Topics

Visual Dictionary

Anomaly Detection

Hidden Markov Models

Top Venues

Pattern Recognit.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Elise Epaillard, Nizar Bouguila
Data-free metrics for Dirichlet and generalized Dirichlet mixture-based HMMs - A practical study. Pattern Recognit. 85 (2019)
Elise Epaillard, Nizar Bouguila
Variational Bayesian Learning of Generalized Dirichlet-Based Hidden Markov Models Applied to Unusual Events Detection. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)
Elise Epaillard, Nizar Bouguila
Proportional data modeling with hidden Markov models based on generalized Dirichlet and Beta-Liouville mixtures applied to anomaly detection in public areas. Pattern Recognit. 55 (2016)
Mohamad Mehdi, Elise Epaillard, Nizar Bouguila, Jamal Bentahar
Modeling and Forecasting Time Series of Compositional Data: A Generalized Dirichlet Power Steady Model. SUM (2015)
Elise Epaillard, Nizar Bouguila
Hybrid hidden Markov model for mixed continuous/continuous and discrete/continuous data modeling. MMSP (2015)
Elise Epaillard, Nizar Bouguila
Hidden Markov Models Based on Generalized Dirichlet Mixtures for Proportional Data Modeling. ANNPR (2014)
Elise Epaillard, Nizar Bouguila, Djemel Ziou
Classifying Textures with Only 10 Visual-Words Using Hidden Markov Models with Dirichlet Mixtures. ICAIS (2014)