LS-SVM
Y. Zang, Y. Liu, "Traffic Forecasting using Least Squares Support Vector Machines", Transportmetrica, Volume 5, 2009.
SVR
C. Wu, J. Ho, D. Lee, "Travel-Time Prediction with Support Vector Regression", IEEE Transactions on Intelligent Transportation Systems, Volume 5, No. 4, pages 276-281, 2004.
Linear SVR
X. Jin, Y. Zhang, D. Yao, "Simultaneously Prediction of Network Traffic Flow based on PCA-SVR", IEEE International Symposium on Neural Networks, pages 1022-1031, 2007.
VMD-SMA-SVR
Z. Qu, B. Jin, R. Lou, Z. Si, H. Dai, "Short-Term Traffic Flow Prediction based on VMD-SMA-SVR", IEEE International Conference on Data-driven Optimization of Complex Systems, DOCS 2024, Volume 5, 2024.
TRU-VAR
F. Schimbinsch, L. Matias, V. Nguyen, J. Baile, "Topology-Regularized Universal Vector Autoregression for Traffic Forecasting in Large Urban Areas", Expert Systems with Applications, 2017.