Zhou, Liande. “Data Cleaning As a Prerequisite for Reliable Data Mining: An Analytical Study of Techniques, Challenges, and Performance Implications”. International Journal of Advance in Applied Science Research 5, no. 5 (July 7, 2026): 11–17. Accessed September 19, 2026. https://www.h-tsp.com/index.php/ijaasr/article/view/306.