Loubna Elmansouri

According to our database, Loubna Elmansouri authored at least 4 papers between 2014 and 2022.

Collaborative distances:

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

2022

Machine Learning Applied to Tree Crop Yield Prediction Using Field Data and Satellite Imagery: A Case Study in a Citrus Orchard.

Abdellatif Moussaid, Sanaa El Fkihi, Yahya Zennayi, Ouiam Lahlou, Ismail Kassou, François Bourzeix, Loubna Elmansouri, Yasmina Imani

Informatics, December, 2022

CerealNet: A Hybrid Deep Learning Architecture for Cereal Crop Mapping Using Sentinel-2 Time-Series.

Mouad Alami Machichi, Loubna Elmansouri, Yasmina Imani, Omar Bourja, Rachid Hadria, Ouiam Lahlou, Samir Benmansour, Yahya Zennayi, François Bourzeix

Informatics, December, 2022

2017

Multiple classifier combination for crop types phenology based mapping.

Loubna Elmansouri

Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

2014

Une approche basée objet combinée avec les classifieurs avancés (SVM, RF, Extra Trees) pour la détection des changements du bâti.

Loubna Elmansouri

Rev. Int. Géomatique, 2014