Sathiyendran Ganesan. AI Driven Test Automation for Scalable Software Verification Using CNN BiLSTM. ijmrr. 2023;13(2):177-189. Accessed September 17, 2026. https://ijmrr.com/index.php/ijmrr/article/view/337