Balasubramaniam Natarajan

Times2D: Multi-Period Decomposition and Derivative Mapping for General Time Series Forecasting

Time series forecasting is an important application in various domains such as energy management, traffic planning, financial markets, meteorology, and medicine. However, real-time series data often present intricate temporal variability and sharp fluctuations, which pose significant challenges for…