Data Preprocessing for Decision Making in Medical Informatics: Potential and Analysis. - Houda Benhar; Ali Idri; José Luis Fernández-Alemán (WorldCIST (2), 2018)

A systematic map of medical data preprocessing in knowledge discovery. - Ali Idri; Houda Benhar; José Luis Fernández-Alemán; Ilham Kadi (Comput. Methods Programs Biomed., 2018)

A Systematic Mapping Study of Data Preparation in Heart Disease Knowledge Discovery. - Houda Benhar; Ali Idri; José Luis Fernández-Alemán (J. Medical Syst., 2019)

Impact of Threshold Values for Filter-based Univariate Feature Selection in Heart Disease Classification. - Houda Benhar; Ali Idri; Mohamed Hosni (HEALTHINF, 2020)

Data preprocessing for heart disease classification: A systematic literature review. - Houda Benhar; Ali Idri; José Luis Fernández-Alemán (Comput. Methods Programs Biomed., 2020)

Ensemble Feature Selection for Heart Disease Classification. - Houda Benhar; Ali Idri; Mohamed Hosni (HEALTHINF, 2022)

Univariate and Multivariate Filter Feature Selection for Heart Disease Classification. - Houda Benhar; Mohamed Hosni; Ali Idri (J. Inf. Sci. Eng., 2022)