Farouk Yahaya

According to our database, Farouk Yahaya authored at least 8 papers between 2015 and 2021.

Collaborative distances:

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

2021

Compressive informed (semi-)non-negative matrix factorization methods for incomplete and large-scale data : with application to mobile crowd-sensing data. (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 de données issues du mobile crowdsensing).

Farouk Yahaya

PhD thesis, 2021

Random Projection Streams for (Weighted) Nonnegative Matrix Factorization.

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel

Proceedings of the IEEE International Conference on Acoustics, 2021

In Situ Calibration of Cross-Sensitive Sensors in Mobile Sensor Arrays Using Fast Informed Non-Negative Matrix Factorization.

Olivier Vu Thanh, Matthieu Puigt, Farouk Yahaya, Gilles Delmaire, Gilles Roussel

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Gaussian Compression Stream: Principle and Preliminary Results.

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel

CoRR, 2020

2019

How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries?

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Faster-than-fast NMF using random projections and Nesterov iterations.

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel

CoRR, 2018

2017

Edge finding in magnetic resonance imaging applications: the calculation of the first order derivative of two dimensional images.

Farouk Yahaya

Int. J. Appl. Pattern Recognit., 2017

2015

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.

Carlo Ciulla, Filip A. Risteski, Dimitar Veljanovski, Ustijana Shikoska Rechkoska, Edmund Adomako, Farouk Yahaya

Int. J. Appl. Pattern Recognit., 2015