FRADI - Anis
All publications(14)
Date/Type | Titre/URL/journal | Domaines | Notes SJR/Core | Cit. GScholar |
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2023
COUV |
Anis Fradi, Chafik Samir
A New Framework for Classifying Probability Density Functions |
Statistiques | ||
2023
ART |
Tien-Tam Tran, Anis Fradi, Chafik Samir
Learning, inference, and prediction on probability density functions with constrained gaussian processes Information Sciences - 2023 |
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2022
ART |
Anis Fradi, Chafik Samir, José Braga, Shantanu Joshi, Jean-Michel Loubes
Nonparametric Bayesian Regression and Classification on Manifolds, With Applications to 3D Cochlear Shapes IEEE Transactions on Image Processing - 2022 |
Statistiques | ||
2021
ART |
J. Braga, C. Samir, Anis Fradi, Y. Feunteun, K. Jakata, V. Zimmer, B. Zipfel, J. Thackeray, M. Macé, B. Wood, F. Grine
Cochlear shape distinguishes southern African early hominin taxa with unique auditory ecologies Scientific Reports - 2021 |
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2021
THESE |
Anis Fradi
Bayesian Inference within the Framework of 2D and 3D Shape Analysis |
Informatique/Apprentissage | ||
2021
COUV |
Anis Fradi, Ines Adouani, Chafik Samir
Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical HMC Sampling |
Maths | ||
2021
ART |
Anis Fradi, Y. Feunteun, Chafik Samir, M. Bakloul, François Bachoc, Jean-Michel Loubes
Bayesian Regression and Classification Using Gaussian Process Priors Indexed by Probability Density Functions Information Sciences - 2021 |
Maths | ||
2021
COMM |
Hajer Fradi, Anis Fradi, Jean-Luc Dugelay
Multi-layer Feature Fusion and Selection from Convolutional Neural Networks for Texture Classification 16th International Conference on Computer Vision Theory and Applications - 2021 |
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2021
ART |
Anis Fradi, Y. Feunteun, C. Samir, M. Baklouti, F. Bachoc, J-M Loubes
Bayesian regression and classification using Gaussian process priors indexed by probability density functions Information Sciences - 2021 |
Statistiques | ||
2020
ART |
Anis Fradi, Chafik Samir, François Bachoc
A scalable approximate Bayesian inference for high-dimensional Gaussian processes Communications in Statistics - Theory and Methods - 2020 |
Statistiques | ||
2020
ART |
Anis Fradi, Chafik Samir
Bayesian cluster analysis for registration and clustering homogeneous subgroups in multidimensional functional data Communications in Statistics - Theory and Methods - 2020 |
Statistiques | ||
2019
ART |
J. Braga, C. Samir, L. Risser, J. Dumoncel, D. Descouens, J. Thackeray, P. Balaresque, A. Oettlé, J.-M. Loubes, Anis Fradi
Cochlear shape reveals that the human organ of hearing is sex-typed from birth Scientific Reports - 2019 |
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2018
COMM |
Anis Fradi, Chafik Samir, Anne-Franccoise Yao
Manifold-Based Inference for a Supervised Gaussian Process Classifier ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - 2018 |
Informatique/Intelligence artificielle | ||
2018
COMM |
Anis Fradi, Chafik Samir, Anne-Franccoise Yao
Manifold-based inference for a supervised Gaussian process classifier ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - 2018 |
Statistiques |