Abdullahi Adam, U. et al. 2026. Data Pre-processing challenges with generic and domain specific solutions: a critical review. JOURNAL OF BASICS AND APPLIED SCIENCES RESEARCH. 4, 2 (Mar. 2026), 408–418. DOI:https://doi.org/10.4314/jobasr.v4i2.42.