Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for
Traffic Prediction

Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction

3 March 2018

Papers citing "Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction"

11 / 11 papers shown

Title
Efficient Traffic Prediction Through Spatio-Temporal Distillation Qianru Zhang Xinyi Gao Haixin Wang Siu-Ming Yiu Hongzhi Yin AI4TS 93 2 0 15 Jan 2025
Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps Xianfeng Tang Yozen Liu Neil Shah Xiaolin Shi P. Mitra Suhang Wang AI4TS 81 44 0 10 Jun 2020
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs Jiani Zhang Xingjian Shi Junyuan Xie Hao Ma Irwin King Dit-Yan Yeung GNN 103 573 0 20 Mar 2018
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction Huaxiu Yao Fei Wu Jintao Ke Xianfeng Tang Yitian Jia Siyu Lu Pinghua Gong Jieping Ye Z. Li GNN 120 1,110 0 23 Feb 2018
Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach Jintao Ke Hongyu Zheng Hai Yang Xiqun X. Chen AI4TS 50 604 0 20 Jun 2017
Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction Xiaolei Ma Zhuang Dai Zhengbing He Jihui Ma Yuanbo Wang Yunpeng Wang 45 1,187 0 16 Jan 2017
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction Junbo Zhang Yu Zheng Dekang Qi 3DPC AI4TS 93 2,054 0 01 Oct 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 790 38,735 0 09 Mar 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 380 7,962 0 17 Aug 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 560 7,989 0 13 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014