ENHANCING SMART HOME SELF-REGULATION THROUGH THE INTEGRATION OF RULE-BASED SYSTEMS, EFFICIENT OPTIMIZATION ALGORITHMS AND PREDICTIVE MODELLING ANALYSIS USING HOURLY AND DAILY DATA SEGMENTATION FOR ACTIVITY DETECTION. ijotkas 2025, 129-178.