PeakFocus introduces a unified multi-scale framework with hybrid loss, peak locator, and location-aware decoder to jointly predict peak timing and intensity in electricity load forecasting.
CycleNet: Enhancing time series forecasting through modeling periodic patterns,
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PeakFocus: Bridging Peak Localization and Intensity Regression via a Unified Multi-Scale Framework for Electricity Load Forecasting
PeakFocus introduces a unified multi-scale framework with hybrid loss, peak locator, and location-aware decoder to jointly predict peak timing and intensity in electricity load forecasting.