IEEE

Advanced Air Quality Forecasting Using an Enhanced Temporal Attention-Driven Graph Convolutional Long Short-Term Memory Model With Seasonal-Trend Decomposition

Abstract: This study presents the Improved Residual Spatial Attention-Temporal Convolutional Network (IRSA-TCN), an advanced framework for enhancing air quality forecasting across multiple pollutants.
Analytics Insight

6 Best AI Chart Generators for PowerPoint in 2026

Staring at a blank slide while wrestling with raw numbers still slows teams down. A 2025 SlideSpeak study found chart ...
GitHub

lukeyf/graphs-and-lines

This repository is the implementation of the following paper: Theoretical Insights into Line Graph Transformation on Graph Learning. This project is built on the BREC dataset which includes 400 pairs ...
IEEE

A Multitask Graph Convolutional Network With Attention-Based Seasonal-Trend Decomposition for Short-Term Load Forecasting

Abstract: Accurate short-term load forecasting is important for the safe and effective functioning of modern power systems. Seasonal-trend decomposition based on LOESS (STL) is an efficient method for ...