Hourly rolling photovoltaic (PV) forecasting requires models that predict an entire 24 h trajectory while accounting for both continuous generation and structural zeros, defined as periods in which generation is deterministically absent. This study proposes TRACE, a Temporal Regime-Aware Chronological Ensemble that map...
Energy management in educational facilities requires reliable day-ahead electricity-demand trajectories that can be regenerated after each new hourly measurement without using information unavailable at the forecast origin. This study proposes LASH, a Leakage-Aware Sequential Hybrid framework with validation-gated resi...
This structured narrative review examines selected decentralized domains—neonatal jaundice, autism-related screening or assessment, and cry or sleep monitoring—in children from birth through six years and tests whether multimodal fusion improves clinically relevant decisions over matched unimodal baselines and whether...
