Abstract: In multivariate time series (MTS) analysis, data loss is a critical issue that degrades analytical model performance and impairs downstream tasks such as structural health monitoring (SHM) ...
The story of “six degrees of separation” begins in a time and place wracked by technological acceleration, economic instability, global isolationism, and a general slide into authoritarianism and ...
This project applies graph attention networks combined with topological analysis to detect anomalies in multivariate time series. It leverages research in topological graph neural networks and graph ...
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