Tech Xplore

A simple baseline for AI forecasting in machine learning

In a recent paper, SFI Complexity Postdoctoral Fellow Yuanzhao Zhang and co-author William Gilpin show that a deceptively ...
IEEE

Machine Learning Models Tailored to Resource-Constrained Environments, with a Focus on Data Preprocessing Techniques

Abstract: In the era of pervasive computing, machine learning (ML) is increasingly deployed on resource-constrained devices, such as smartphones, IoT devices, and edge nodes. This research explores ML ...
IEEE

A Hybrid Unsupervised-Supervised Learning Framework for Transformer Fault Detection with Wavelet and PCA Preprocessing

Abstract: Power transformers are essential to power grids but are prone to faults that, if undetected, can lead to catastrophic failures. Traditional protection systems often struggle to accurately ...