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Urban flow prediction from spatiotemporal data using machine learning: A survey
Information Fusion, 2020Junbo Zhang, Tianrui Li, Shengdong Du
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GSEN: An ensemble deep learning benchmark model for urban hotspots spatiotemporal prediction
Neurocomputing, 2021Jincai Huang, Guangyin Jin, Yanghe Feng
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Traffic prediction based on auto spatiotemporal Multi-graph Adversarial Neural Network
Physica A: Statistical Mechanics and Its Applications, 2022Wei Yu
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MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction
Information FusionYongjun Xu, Di Yao, Chengqing Yu
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Attention-Based Spatiotemporal Graph Fusion Convolution Networks for Water Quality Prediction
IEEE Transactions on Automation Science and EngineeringHaitao Yuan, Jing Bi, Mengchu Zhou
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A lightweight spatiotemporal graph dilated convolutional network for urban sensor state prediction
Sustainable Cities and SocietyPeixiao Wang +2 more
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