Long-Time gap crowd prediction with a Two-Stage optimized spatiotemporal Hybrid-GCGRU

Time Series Analysis Forecasting and Control.

D. J. Bartholomew, G. E. P. Box, G. M. Jenkins · Operational Research Quarterly (1970-1977) · 1971 · 6.9K citations

Computing, Data Science, Forecasting +11

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

David I Shuman, Sunil K. Narang, Pascal Frossard et al. · IEEE Signal Processing Magazine · 2013 · 4.4K citations · Full text

Computing, Computer Science, Mathematics +15

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

Shengnan Guo, Youfang Lin, Ning Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 2.8K citations · Full text

Computing, Data Science, Forecasting +16

Combining kohonen maps with arima time series models to forecast traffic flow

Mascha C. van der Voort, Mark Dougherty, Susan Watson · Transportation Research Part C Emerging Technologies · 1996 · 840 citations · Full text

Computing, Mathematics, Meteorology +16

ANALYSIS OF FREEWAY TRAFFIC TIME-SERIES DATA BY USING BOX-JENKINS TECHNIQUES

Mohammed S. Ahmed, A R Cook · Transportation Research Record Journal of the Transportation Research Board · 1979 · 760 citations

Engineering, Transportation Planning, Forecasting +16