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The Controversy Behind How Speed Limits Are Set

From the days of horse and carriage, speed limit science (speed science) has been used to help establish speed limits on how ...
PC World

9 tips that turbocharge your Windows PC startup time

A freshly installed system starts up quickly and responds swiftly. A few updates and new software installations later, however, Windows seems to become slower and slower. There are several ways to ...
GitHub

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

Foreseeing Congestion using LSTM on Urban Traffic Flow Clusters ICSAI 2019 Keras; dataset: CityPulse Using LSTM and GRU neural network methods for traffic flow prediction IEEE YAC 2016 Keras; dataset: ...
IFLScience

Physicists Say The Entire Universe Might Only Need One Constant – Time

In a cafe at CERN in 1992, three physicists realized they disagreed about how many constants are needed to describe all of nature. A recent paper suggests only one – time – is necessary.
IEEE

Multistage Graph Convolutional Network With Spatial Attention for Multivariate Time Series Imputation

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) ...
IEEE

PEDA: Privacy-Enhancing Distance-Aware Aggregation of Graph Neural Networks

Abstract: Graph neural networks (GNNs) are extensively employed in location-related scenarios, relying on aggregation to gather features from neighboring nodes based on edge weights. Features are ...