Abstract: Due to the intrinsic complexity of time series forecasting within power systems, artificial intelligence has emerged as a promising pathway for predictive analytics. Although time series ...
Abstract: As a critical branch of time series analysis, time series forecasting (TSF) focuses on predicting future trends based on historical data, and it plays a pivotal role in a wide range of ...
Unlike PCA (maximum variance) or ICA (maximum independence), ForeCA finds components that are maximally forecastable. This makes it ideal for time series analysis where prediction is often the primary ...
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