Empirical Characterization of Rationale Stability Under Controlled Perturbations for Explainable Pattern Recognition

Abu Noman Md Sakib, Zhensen Wang, Merjulah Roby +1

Reliable pattern recognition systems should exhibit consistent behavior across similar inputs, and their explanations should remain stable. However, most Explainable AI evaluations…