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 ...
Abstract: Motivated by the support vector machine (SVM), we propose a novel dimensionality reduction method that reduces data dimensionality while preserving maximal cluster separation. Unlike ...