Animals maintain stability by monitoring their body position and correcting errors with every step

With every step we take, our brains are already thinking about the next one. If a bump in the terrain or a minor misstep has ...
IEEE

Tribe Graph Enhanced Bidirectional Mamba for Multivariate Time Series Forecasting

Abstract: In multivariate time series forecasting, transformer-based methods have gained attention for their ability to capture complex dependencies and are often integrated with graph neural networks ...
IEEE

Learning Graph Structures With Transformer for Multivariate Time-Series Anomaly Detection in IoT

Abstract: Many real-world Internet of Things (IoT) systems, which include a variety of Internet-connected sensory devices, produce substantial amounts of multivariate time-series data. Meanwhile, ...