Manish Kumar Singh et al. 2026. A Unified Mathematical and IoT-Based Predictive Framework for Smart Fire Detection, Cybersecurity, and Precision Irrigation Systems. International Journal of Computer Information Systems and Industrial Management Applications. 18, 15s (Aug. 2026), 175–185. DOI:https://doi.org/10.70917/ijcisim-2026-4391.