“AI Driven Test Automation for Scalable Software Verification Using CNN BiLSTM”. INTERNATIONAL JOURNAL OF MANAGEMENT RESEARCH AND REVIEW 13, no. 2 (April 23, 2023): 177–189. Accessed December 8, 2025. https://ijmrr.com/index.php/ijmrr/article/view/337.