IEEE

Forecasting Severe Weather Impacts on Agricultural Supply Chains Using Multi-Variate Time Series Machine Learning Models

Abstract: In this paper, we explore applying multivariate time series models using Python to forecast the impacts of severe weather on agricultural supply chains. Using data on key environmental ...
IEEE

Series Arc Fault Identification Based on a Novel Newton-Optimized Sparse Kernel Support Vector Machine

Abstract: Existing machine learning-based methods for series arc fault (SAF) identification still suffer from slow training speed when dealing with large-scale SAF datasets. For this reason, we ...