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Elie Azeraf
Observed names:
Azeraf, E,
Azeraf, Elie
Institution:
Capgemini (United States)
Observed institutions:
Centre National de la Recherche Scientifique,
Capgemini (United States),
IBM (France),
Institut Polytechnique de Paris,
Télécom SudParis,
Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux
show all 6
ORCID:
0000-0003-3595-0826
Observed ORCID:
0000-0003-3595-0826
OpenAlex ID:
A5060981511
Improving Usual Naive Bayes Classifier Performances with Neural Naive Bayes based Models
2022
·
Elie Azeraf
, Emmanuel Monfrini
, et al.
·
International Conference on Pattern Recognition Applications and Methods
·
28
Using the Naive Bayes as a discriminative model
2021
·
Elie Azeraf
, Emmanuel Monfrini
, et al.
·
International Conference on Machine Learning and Computing (ICMLC)
·
10
Hidden Markov Chains, Entropic Forward-Backward, and Part-Of-Speech Tagging
2020
·
Azeraf, Elie
, Monfrini, Emmanuel
, et al.
·
arXiv (Cornell University)
·
10
PDF
Highly Fast Text Segmentation With Pairwise Markov Chains
2020
·
Elie Azeraf
, Emmanuel Monfrini
, et al.
·
IEEE Congress on Information Science and Technology (CiSt)
·
8
Introducing the Hidden Neural Markov Chain Framework
2021
·
Elie Azeraf
, Emmanuel Monfrini
, et al.
·
International Conference on Agents and Artificial Intelligence (ICAART)
·
7
Equivalence between LC-CRF and HMM, and Discriminative Computing of HMM-Based MPM and MAP
2023
·
Elie Azeraf
, Emmanuel Monfrini
, et al.
·
Algorithms
·
5
PDF
Deriving discriminative classifiers from generative models
2022
·
Azeraf, Elie
, Monfrini, Emmanuel
, et al.
·
arXiv (Cornell University)
·
3
PDF
On Equivalence between Linear-chain Conditional Random Fields and Hidden Markov Chains
2022
·
Elie Azeraf
, Emmanuel Monfrini
, et al.
·
International Conference on Agents and Artificial Intelligence (ICAART)
·
3
Using the Naive Bayes as a discriminative classifier
2020
·
Azeraf, Elie
, Monfrini, Emmanuel
, et al.
·
arXiv (Cornell University)
·
3
PDF
Real-time Pollutant Identification through Optical PM Micro-Sensor
2025
·
Azeraf, Elie
, Wagner, Audrey
, et al.
·
arXiv (Cornell University)
·
2
PDF
Pairwise Markov Chains for Volatility Forecasting
2024
·
Azeraf, Elie
·
arXiv (Cornell University)
·
1
PDF
On Characterization of Conditional Random Fields Equivalent to Partially Markov Models
2025
·
Azeraf, E
, Pieczynski, W
·
HAL
Pairwise Markov Chains for Volatility Forecasting
2025
·
Elie Azeraf
·
SSRN Electronic Journal
Beating a Market Index with a Statistical Allocation Strategy
2025
·
Elie Azeraf
·
SSRN Electronic Journal
Equivalence between conditional random fields and partially Markov models
2023
·
Azeraf, Elie
, Pieczynski, Wojciech
·
HAL
PDF
Classification avec des modèles probabilistes génératifs et des réseaux de neurones. Applications au traitement des langues naturelles
2022
·
Elie Azeraf
·
theses.fr (ABES)
PDF
Optimal filtering in hidden and pairwise Gaussian Markov systems
2016
·
Gorynin, Ivan
, Azeraf, Elie
, et al.
·
HAL
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Works count:
18
Citation count:
80
H-index:
5
I10-index:
3
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