Muhammad Usman Malik, Maarij Ahmed Siddiqui, Sohail Naseer, Muhammad Aqeel and Noheed Khan (2026) “Deep Learning for Corporate Governance: Predicting Financial Distress and Fraud Using Transformer-Based Models on Board Networks”, International Journal of Emerging Multidisciplinaries: Social Science, 5(3), pp. 433–457. doi: 10.54938/ijemdss.2026.05.3.764.