2 citations · 2 across the 1 of their papers we have counts for
2 papers
cs.LG2026★ 2 cited
Semi-supervised and unsupervised learning for health indicator extraction from guided waves in aerospace composite structures
James Josep Perry, Pablo Garcia-Conde Ortiz, George Konstantinou +3
Health indicators (HIs) are central to diagnosing and prognosing the condition of aerospace composite structures, enabling efficient maintenance and operational safety. However, ex…
cs.LG2024
SiamTST: A Novel Representation Learning Framework for Enhanced Multivariate Time Series Forecasting applied to Telco Networks
Simen Kristoffersen, Peter Skaar Nordby, Sara Malacarne +2
We introduce SiamTST, a novel representation learning framework for multivariate time series. SiamTST integrates a Siamese network with attention, channel-independent patching, and…