Thejashwini B L et al. 2026. Automatic Classification of Clean and Noisy Offline Handwritten Signatures Using Hybrid Machine Learning. International Journal of Computer Information Systems and Industrial Management Applications. 18, 15s (Aug. 2026), 1070–1081. DOI:https://doi.org/10.70917/ijcisim-2026-4503.