Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach

20 June 2017

Papers citing "Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach"

8 / 8 papers shown

Title
Network-Scale Traffic Modeling and Forecasting with Graphical Lasso and Neural Networks Shiliang Sun Rongqing Huang Ya Gao AI4TS 35 106 0 25 Dec 2017
Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks Haiyang Yu Zhihai Wu Shuqin Wang Yunpeng Wang Xiaolei Ma AI4TS GNN 56 543 0 07 May 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 52 1,190 0 16 Jan 2017
Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework Yuankai Wu Huachun Tan AI4TS 70 251 0 03 Dec 2016
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction Junbo Zhang Yu Zheng Dekang Qi 3DPC AI4TS 113 2,062 0 01 Oct 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 817 39,062 0 09 Mar 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 568 8,007 0 13 Jun 2015
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 174 4,039 0 04 Aug 2013