IEEE

A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection

Abstract: Time series are the primary data type used to record dynamic system measurements and generated in great volume by both physical sensors and online processes (virtual sensors). Time series ...

NXG: Aligned To Benefit From Data Center Demand Growth (Rating Upgrade)

NXG offers a 12.8% yield, but its income focus may limit long-term total returns versus traditional ETFs. Read why NXG CEF is ...
IEEE

Fusion Graph Structure Learning-Based Multivariate Time Series Anomaly Detection With Structured Prior Knowledge

Abstract: Multivariate time series anomaly detection (MTSAD) plays a crucial role in the Internet of Things (IoT) to identify device malfunction or system attacks. Graph neural networks (GNN) are ...

HIX: Limited Appeal As Long As Rates Remain Elevated

Western Asset High Income Fund II is rated Hold due to persistent vulnerability from elevated interest rates & aggressive ...

The Silver Surge: Micro Bubble or Reasonable Valuation?

Silver Spot US Dollar, BlackBerry Ltd, Silver Futures, GameStop Corp. Read 's Market Analysis on Investing.com ...