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Ahmed ZINEDINE

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

E-mail: ahmedzinedine@yahoo.com

Website:

Research Interests: Computer systems and computational processes, Computational Learning Theory, Natural Language Processing

Biography

Mr. Ahmed ZINEDINE is a Professor at the department of computer sciences of the Faculty of sciences Dhar El Mehraz (FSDM), University Sidi Mohamed Ben Abdellah (USMBA), Fez, Morocco. He received his Ph.D. from the faculty of Sciences Dhar El Mehraz, Fez in September 2001. He is a member of the “Laboratory of Informatics, Modeling and Systems (LIMS)” research laboratory of the FSDM. Major Fields: Databases and Information Systems, Access Control, Web and XML Technologies, Machine Learning and Automatic Natural Language Processing.

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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