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cs.LG2026
Deep Time-Series Models Meet Volatility: Multi-Horizon Electricity Price Forecasting in the Australian National Electricity Market
Mohammed Osman Gani, Zhipeng He, Chun Ouyang +1
Accurate electricity price forecasting (EPF) is increasingly difficult in markets characterised by extreme volatility, frequent price spikes, and rapid structural shifts. Deep lear…
cs.LG2025
NeuralPrefix: A Zero-shot Sensory Data Imputation Plugin
Abdelwahed Khamis, Sara Khalifa
Real-world sensing challenges such as sensor failures, communication issues, and power constraints lead to data intermittency. An issue that is known to undermine the traditional c…