S. Beglerova

Graph-Temporal Probabilistic Forecasting with Interpolation-Aware Data Representation

This study proposes a method for probabilistic time-series forecasting on graphs incorporating interpolation (IA-GTPF)—a decision-tree-based ensemble approach that combines observation quality metrics, historical load dynamics, information on neighboring nodes, residual correction, quantile regression, and conformal ca...