Data cleaning survey and challenges - improving outlier detection algorithm in machine learning. - Sanae Borrohou; Rachida Fissoune; Hassan Badir (J. Smart Cities Soc., 2023)

Critical Role of Data Transformation in Preprocessing: Methods, Algorithms, and Challenges. - Sanae Borrohou; Rachida Fissoune; Hassan Badir (MEDI, 2024)

The role of data transformation in modern analytics: A comprehensive survey. - Sanae Borrohou; Rachida Fissoune; Hassan Badir (J. Comput. Lang., 2025)