LIMOS - Annuaire

FRADI - Anis

All publications(14)

Date/Type	Titre/URL/journal	Domaines	Notes SJR/Core	Cit. GScholar

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
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
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
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
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