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Farouk Yahaya
Farouk Yahaya
Université de Bordeaux
Verified email at inria.fr - Homepage
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Year
A compilation on the contribution of the classic-curvature and the intensity-curvature functional to the study of healthy and pathological MRI of the human brain
C Carlo, FA Risteski, D Veljanovski, U Shikoska Rechkoska, E Adomako, ...
Int. J. Applied Pattern Recognition, Vol. 2, No. 3, 2015 213 2, 2015
122015
How to apply random projections to nonnegative matrix factorization with missing entries?
F Yahaya, M Puigt, G Delmaire, G Roussel
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
102019
Random projection streams for (weighted) nonnegative matrix factorization
F Yahaya, M Puigt, G Delmaire, G Roussel
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
82021
Faster-than-fast NMF using random projections and Nesterov iterations
F Yahaya, M Puigt, G Delmaire, G Roussel
arXiv preprint arXiv:1812.04315, 2018
82018
Edge finding in magnetic resonance imaging applications: the calculation of the first order derivative of two dimensional images
F Yahaya
International Journal of Applied Pattern Recognition 4 (3), 226-245, 2017
72017
In situ calibration of cross-sensitive sensors in mobile sensor arrays using fast informed non-negative matrix factorization
M Puigt, F Yahaya, G Delmaire, G Roussel
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
62021
Gaussian compression stream: principle and preliminary results
F Yahaya, M Puigt, G Delmaire, G Roussel
arXiv preprint arXiv:2011.05390, 2020
42020
Accélération de la factorisation pondérée en matrices non-négatives par projections aléatoires
F Yahaya, M Puigt, G Delmaire, G Roussel
GRETSI 2019-XXVIIème Colloque francophonede traitement du signal et des images, 2019
42019
A novel approach to T2-weighted MRI filtering: the classic-curvature and the signal resilient to interpolation filter masks
C Ciulla, F Yahaya, E Adomako, UR Shikoska, G Agyapong, ...
International Journal of Information Engineering and Electronic Business 8 …, 2016
42016
Compressive informed (semi-) non-negative matrix factorization methods for incomplete and large-scale data: with application to mobile crowd-sensing data
F Yahaya
Université du Littoral Côte d'Opale, 2021
22021
Fast informed nonnegative matrix factorization for mobile sensor calibration
F Yahaya, M Puigt, OV Thanh, G Delmaire, G Roussel
GdR ISIS, journée" Statistical learning with missing values", 2021
2021
Méthodes étendues de factorisation informée de matrices ou tenseurs (semi-) non-négatifs pour l'analyse de données incomplètes et de grande dimension: Application au traitement …
F Yahaya
Littoral, 2021
2021
Fast & furious: accelerating weighted NMF using random projections
F Yahaya, M Puigt, G Delmaire, G Roussel
Workshop on Low-Rank Models and Applications (LRMA), 2019
2019
NMF for Big Data with Missing Entries: A Random Projection Based Approach
F Yahaya, M Puigt, G Delmaire, G Roussel
6ème Journée Régionale des Doctorants en Automatique et Traitement du Signal …, 2019
2019
Non-Negative Matrix Factorization with Missing Entries: A Random Projection Based Approach
F Yahaya, M Puigt, G Delmaire, G Roussel
Journée des jeunes chercheurs en Traitement du signal et de l˘image 2019 …, 2019
2019
Cartographie et étalonnage de capteurs conjoints par traitement des données issues de capteurs mobiles
M Puigt, C Dorffer, F Yahaya, G Delmaire, G Roussel
Colloque National Capteurs et Sciences Participatives, 2019
2019
Calibration en ligne d˘un réseau de capteurs mobiles par factorisation matricielle
F Yahaya, C Dorffer, M Puigt, G Delmaire, G Roussel
Individual Air Pollution Sensors: Innovation or Revolution?, 2018
2018
Do random projections fasten an already fast NMF technique using Nesterov optimal gradient?
F Yahaya, M Puigt, G Delmaire, G Roussel
5ème Journée Régionale des Doctorants en Automatique et Traitement du Signal …, 2018
2018
Towards an Optimized Mathematical Form of an Edge Detector
F Yahaya
European Journal of Information Science and Technology Vol 2, 27, 2017
2017
Proposition de stage recherche M2 en laboratoire 2019-2020
M Puigt, F Yahaya, G Delmaire, G Roussel
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