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Mohamed CHAHHOU

Work place: LIMS Laboratory, Faculty of sciences, USMBA Fez, Morocco

E-mail: mchahhou@hotmail.com

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Biography

Mr. Mohamed CHAHHOU Received his MS degree in computer engineering from Université Libre de Bruxelles (Belgium) and the Ph.D. degree in computer science from the University Hassan I, Settat, Morroco. He is currently professor at the Faculty of science at Dhar al Mahraz Fes.

Author Articles
Ensemble Feature Selection Algorithm

By Yassine AKHIAT Mohamed CHAHHOU Ahmed ZINEDINE

DOI: https://doi.org/10.5815/ijisa.2019.01.03, Pub. Date: 8 Jan. 2019

In this paper, we propose a new feature selection algorithm based on ensemble selection. In order to generate the library of models, each model is trained using just one feature. This means each model in the library represents a feature. Ensemble construction returns a well performing subset of features associated to the well performing subset of models. Our proposed approaches are evaluated using eight benchmark datasets. The results show the effectiveness of our ensemble selection approaches.

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