Hanzhong Cao

Numerion: A Multi-Hypercomplex Model for Time Series Forecasting

Many methods aim to enhance time series forecasting by decomposing the series through intricate model structures and prior knowledge, yet they are inevitably limited by computational complexity and the robustness of the assumptions. Our research uncovers that in the complex domain and higher-order h…