Bai, W.J. 2026. Green Transportation Financial Risk Early Warning Based on Data Dimensionality Reduction and Improved PSO Optimization of SVM under the Background of Low-Carbon Development. Advanced Electromagnetics. 15, 3 (Aug. 2026), 2767–2773. DOI:https://doi.org/10.7716/aem.v15i3.3333.