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Houda Benhar

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2020 – today

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2022
[j4]
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Houda Benhar, Mohamed Hosni, Ali Idri:
Univariate and Multivariate Filter Feature Selection for Heart Disease Classification. J. Inf. Sci. Eng. 38(4): 791-803 (2022)
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Houda Benhar, Ali Idri, Mohamed Hosni:
Ensemble Feature Selection for Heart Disease Classification. HEALTHINF 2022: 369-376
2020
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Houda Benhar, Ali Idri, José Luis Fernández-Alemán:
Data preprocessing for heart disease classification: A systematic literature review. Comput. Methods Programs Biomed. 195: 105635 (2020)
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Houda Benhar, Ali Idri, Mohamed Hosni:
Impact of Threshold Values for Filter-based Univariate Feature Selection in Heart Disease Classification. HEALTHINF 2020: 391-398

2010 – 2019

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2019
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Houda Benhar, Ali Idri, José Luis Fernández-Alemán:
A Systematic Mapping Study of Data Preparation in Heart Disease Knowledge Discovery. J. Medical Syst. 43(1): 17:1-17:17 (2019)
2018
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Ali Idri, Houda Benhar, José Luis Fernández-Alemán, Ilham Kadi:
A systematic map of medical data preprocessing in knowledge discovery. Comput. Methods Programs Biomed. 162: 69-85 (2018)
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Houda Benhar, Ali Idri, José Luis Fernández-Alemán:
Data Preprocessing for Decision Making in Medical Informatics: Potential and Analysis. WorldCIST (2) 2018: 1208-1218

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