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Profile Sihem chaabouni

Sihem chaabouni

First Name

Sihem

Last Name

chaabouni

Address

Zip code

3038

Biography

She was born in Tunisia, in 1980. She received the engineer diploma from Ecole Supérieure des Communications de Tunis (Sup'Com), Tunisia in 2004. She received the master degree from l'Ecole Nationale d'Ingénieurs de Sfax (ENIS), Sfax, Tunisia in 2006. She received the Ph.D. degree from Sup'Com in 2012. From 2004 to 2006, she was a research student at l'Institut Supérieur de l'Electronique et de Communication de Sfax (ISECS), Sfax, Tunisia. From 2006 to 2012, she was an assistant at l'ISECS. From 2012, she was an assistant professor at Ecole Nationale d’Electronique et des TéléCOMmunications de Sfax (ENET’COM). Her research focuses on radiative transfer theory and its application to vegetation covers, particularly for retrieving biophysical properties using optical remote sensing techniques.

Scientific publications

Title	Cited by	Year
Efficient and Lightweight Block-Based Feature Selection Approach Using Dice Coefficient with Machine Learning for Accurate Breast Cancer Classification. MA Hasan Dalfi, S Chaabouni, A Fakhfakh International Journal of Intelligent Engineering & Systems 18 (6), 2025	0	2025
Improving Automated Detection of Cataract Disease through Transfer Learning using ResNet50 SS Mahmood, S Chaabouni, A Fakhfakh Engineering, Technology & Applied Science Research 14 (5), 17541-17547, 2024	5	2024
A new technique for cataract eye disease diagnosis in deep learning SS Mahmood, S Chaabouni, A Fakhfakh Periodicals of Engineering and Natural Sciences 11 (6), 14-26, 2023	7	2023
Estimation of Olive Tree Properties from Satellite Images using Variational Inversion of an ANN based Emulator of a Radiative Transfer Model H Abdelmoula, S Chaabouni, A Makhloufi, A Kallel 2023 International Conference on Cyberworlds (CW), 264-267, 2023	0	2023
Improving retrieval of crop biophysical properties in dryland areas using a multi-scale variational RTM inversion approach S Chaabouni, A Kallel, R Houborg International Journal of Applied Earth Observation and Geoinformation 94, 102220, 2021	19	2021

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Profile Sihem chaabouni

Sihem chaabouni

curriculum vitae

Email

First Name

Last Name

Address

Zip code

Biography

Scientific publications

Efficient and Lightweight Block-Based Feature Selection Approach Using Dice Coefficient with Machine Learning for Accurate Breast Cancer Classification.

Improving Automated Detection of Cataract Disease through Transfer Learning using ResNet50

A new technique for cataract eye disease diagnosis in deep learning

Estimation of Olive Tree Properties from Satellite Images using Variational Inversion of an ANN based Emulator of a Radiative Transfer Model

Improving retrieval of crop biophysical properties in dryland areas using a multi-scale variational RTM inversion approach