CNN-LSTM
X. Dai, R. Fu, Y. Li, L. Li, F. Wang, "DeepTrend: A Deep Hierarchical Neural Network For Traffic Flow Prediction", Preprint, 2017.
1D-CNN
Y. Wu, H. Tan, "Short-Term Traffic Flow Forecasting with Spatial-Temporal Correlation in a Hybrid Deep Learning Framework", Preprint, 2016.
CAL
R. Chan, J. Lim, R.Parthiban, "Long-Term Traffic Speed Prediction Utilizing Data Augmentation Via Segmented Time Frame Clustering", Knowledge-Based Systems, January 2025.
DPSTCN
Z. Dou, D. Guo, "DPSTCN: Dynamic Pattern-Aware Spatio-Temporal Convolutional Networks for Traffic Flow Forecasting", ISPRS International Journal of Geo-Information, Volume 14, Issue 1, January 2025.
DSTAN
X. Luo, C. Zhu, D. Zhang, Q. Li, “DSTAN: Attention-Enhanced Dynamic Spatial-Temporal Network For Traffic Forecasting”, World Wide Web, Volume 28, Issue 1, January 2025.
CAMLP
Q. Liu, H. Liang, G. Mao, L. Cai, Y. Yao, X. Hong, "Traffic Flow Prediction Based on Multi-Channel Input of Spiking Neural P Systems”, IEEE Internet of Things Journal, July 2025.