Tech Xplore

Mistaken correlations: Why it's critical to move beyond overly aggregated machine-learning metrics

MIT researchers have identified significant examples of machine-learning model failure when those models are applied to data ...
IEEE

A Traffic Flow Data Quality Repair Model Based on Spatiotemporal Correlation

Abstract: To address the data quality issues caused by environmental changes and other factors, this paper proposes a method for repairing missing traffic flow data from loop detectors, leveraging the ...

FCG: A Look At The Structure And Suitability Of This Energy Equity Index ETF

FCG is best suited for investors with limited energy exposure who hold a bullish thesis on natural gas fundamentals relative ...
Frontiers

Adaptive model for rate of penetration prediction based on the dynamic correlation of influencing factors

Research Institute of Safety, Environmental Protection and Quality Supervision and Inspection, Chuanqing Drilling Engineering Co., Ltd., Guanghan, China Introduction: Accurately predicting the rate of ...
IEEE

A New Spatial Block-Correlation Model for Fluid Antenna Systems

Abstract: Powered by position-flexible antennas, the emerging fluid antenna system (FAS) technology is postulated as a key enabler for massive connectivity in 6G networks. The free movement of antenna ...