Elie Azeraf

According to our database, Elie Azeraf authored at least 11 papers between 2020 and 2023.

Collaborative distances:

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

2023

Equivalence between LC-CRF and HMM, and Discriminative Computing of HMM-Based MPM and MAP.

Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski

Algorithms, March, 2023

Linear chain conditional random fields, hidden Markov models, and related classifiers.

Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski

CoRR, 2023

2022

Classification avec des modèles probabilistes génératifs et des réseaux de neurones. Applications au traitement des langues naturelles. (Classification with generative probabilistic models and neural networks. Applications to natural language processing).

Elie Azeraf

PhD thesis, 2022

Deriving discriminative classifiers from generative models.

Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski

CoRR, 2022

Improving Usual Naive Bayes Classifier Performances with Neural Naive Bayes based Models.

Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski

Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

On Equivalence between Linear-chain Conditional Random Fields and Hidden Markov Chains.

Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021

Using the Naive Bayes as a discriminative model.

Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski

Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

Introducing the Hidden Neural Markov Chain Framework.

Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Highly Fast Text Segmentation With Pairwise Markov Chains.

Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski

Proceedings of the 6th IEEE Congress on Information Science and Technology, 2021

2020

Using the Naive Bayes as a discriminative classifier.

Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski

CoRR, 2020

Hidden Markov Chains, Entropic Forward-Backward, and Part-Of-Speech Tagging.

Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski

CoRR, 2020