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Farouk Yahaya

Orcid: 0000-0003-4147-2453

According to our database1, Farouk Yahaya authored at least 9 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
A Framework for Compressed Weighted Nonnegative Matrix Factorization.
[BibTeX]
[DOI]
Farouk Yahaya
,
Matthieu Puigt
,
Gilles Delmaire
,
Gilles Roussel
IEEE Trans. Signal Process., 2024

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).
[BibTeX]
[DOI]
Farouk Yahaya
PhD thesis, 2021

Random Projection Streams for (Weighted) Nonnegative Matrix Factorization.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Farouk Yahaya
,
Matthieu Puigt
,
Gilles Delmaire
,
Gilles Roussel
CoRR, 2020

2019
How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries?
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Carlo Ciulla
,
Filip A. Risteski
,
Dimitar Veljanovski
,
Ustijana Shikoska Rechkoska
,
Edmund Adomako
,
Farouk Yahaya
Int. J. Appl. Pattern Recognit., 2015


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