Mustafa Abduljabbar Dawood, & Behdad Mostafaiy. (2026). A Functional Early Warning Model for Sparse Binary Monitoring Data Using Penalized Logistic Splines. International Journal of Computer Information Systems and Industrial Management Applications, 18(11s), 915–826. https://doi.org/10.70917/ijcisim-2026-3823