Machine Learning Approaches for Adaptive Forecasting Systems
Experimental results show that adaptive machine learning models outperform conventional forecasting methods in accuracy, responsiveness, and robustness, making them highly effective for large-scale predictive applications across finance, healthcare, energy, transportation, and industrial systems.