1 School of Computer Science, UPES, Dehradun, India 2 A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland This editorial presented nine research articles ...

To tackle these problems, we propose a novel approach called the Dual-Semantic Graph Convolution Network (DSGCN ... In addition, we develop a Memory-Efficient Residual Spectral Attention (MERSA) ...

To resolve the first issue, we introduce Fractional Residual Decomposition, which effectively separates traffic data into spatial and temporal signals. For the second issue, we employ Dynamic ...