Short-term spatio-temporal forecasting of air temperatures using deep graph convolutional neural networks

Learning long-term dependencies with gradient descent is difficult

Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks · 1994 · 8.5K citations

Computing, Computer Science, Machine Learning +9

T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction

Ling Zhao, Yujiao Song, Chao Zhang et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 3.2K citations · Full text

Computing, Data Science, Forecasting +16

Robust Loss Functions under Label Noise for Deep Neural Networks

Aritra Ghosh, Himanshu Kumar, P. S. Sastry · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 910 citations · Full text

Computing, Computer Science, Computer Vision +16

OROGRAPHIC PRECIPITATION

Gerard H. Roe · Annual Review of Earth and Planetary Sciences · 2005 · 808 citations

Natural Sciences, Earth Sciences, Meteorology +17

Comparison of approaches for spatial interpolation of daily air temperature in a large region with complex topography and highly variable station density

Kerstin Stahl, R. D. Moore, James Floyer et al. · Agricultural and Forest Meteorology · 2006 · 409 citations

Natural Sciences, Earth Sciences, Physical Geography +10