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Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction

23 February 2018

Papers citing "Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction"

23 / 223 papers shown

Title
STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting Lei Bai Lina Yao S. Kanhere Xianzhi Wang Quan.Z Sheng AI4TS 79 255 0 24 May 2019
Contextualized Spatial-Temporal Network for Taxi Origin-Destination Demand Prediction Lingbo Liu Zhilin Qiu Guanbin Li Qing Wang Wanli Ouyang Liang Lin AI4TS 70 208 0 15 May 2019
A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand Prediction Xiaoyuan Liang Guiling Wang Martin Renqiang Min Y. Qi Zhu Han AI4TS 43 21 0 13 May 2019
Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data Amin Vahedian Xun Zhou Ling Tong W. Street Yanhua Li 44 18 0 03 May 2019
Deep-MAPS: Machine Learning based Mobile Air Pollution Sensing Junwoo Song Ke Han HAI 26 38 0 28 Apr 2019
Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network Feng Xiao Dapeng Zhang Gang Kou Lu Li AI4TS 19 6 0 15 Apr 2019
Position-Aware Convolutional Networks for Traffic Prediction Shiheng Ma Jingcai Guo Song Guo Minyi Guo 44 18 0 12 Apr 2019
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks Junkai Sun Junbo Zhang Qiaofei Li Xiuwen Yi Yuxuan Liang Yu Zheng AI4TS 71 166 0 19 Mar 2019
Demand Prediction for Electric Vehicle Sharing Man Luo Hongkai Wen Yi Luo Bowen Du Konstantin Klemmer Hongming Zhu 26 15 0 10 Mar 2019
Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference Xianfeng Tang Boqing Gong Yanwei Yu Huaxiu Yao Yandong Li Haiyong Xie Xiaoyu Wang 422 39 0 25 Feb 2019
Grids versus Graphs: Partitioning Space for Improved Taxi Demand-Supply Forecasts Neema Davis G. Raina Krishna Jagannathan AI4TS 42 27 0 18 Feb 2019
Decentralized Flood Forecasting Using Deep Neural Networks M. Sit Ibrahim Demir AI4CE 83 54 0 06 Feb 2019
Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction Huaxiu Yao Yiding Liu Ying Wei Xianfeng Tang Z. Li AI4TS 205 224 0 24 Jan 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 837 8,624 0 03 Jan 2019
EasiCSDeep: A deep learning model for Cervical Spondylosis Identification using surface electromyography signal Nana Wang Li-xia Cui Xi Huang Yingcong Xiang Jing Xiao 13 4 0 12 Dec 2018
Taxi Demand-Supply Forecasting: Impact of Spatial Partitioning on the Performance of Neural Networks Neema Davis G. Raina Krishna Jagannathan 15 2 0 10 Dec 2018
Spatial-temporal Multi-Task Learning for Within-field Cotton Yield Prediction L. Nguyen Jiajie Zhen Zhe Lin Hanxiang Du Zhou Yang Wenxuan Guo Fang Jin 47 31 0 16 Nov 2018
HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting Zheyi Pan Yuxuan Liang Junbo Zhang Xiuwen Yi Yong Yu Yu Zheng AI4TS 87 24 0 28 Sep 2018
PPtaxi: Non-stop Package Delivery via Multi-hop Ridesharing Yueyue Chen Deke Guo Ming Xu Guoming Tang Tongqing Zhou Bangbang Ren 45 29 0 13 Sep 2018
Attentive Crowd Flow Machines Lingbo Liu Ruimao Zhang Jiefeng Peng Guanbin Li Bowen Du Liang Lin 72 63 0 01 Sep 2018
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction Huaxiu Yao Xianfeng Tang Hua Wei Guanjie Zheng Z. Li AI4TS 92 727 0 03 Mar 2018
Cross-City Transfer Learning for Deep Spatio-Temporal Prediction Leye Wang Xu Geng Xiaojuan Ma Feng Liu Qiang Yang AI4TS 75 30 0 01 Feb 2018
Predicting Station-level Hourly Demands in a Large-scale Bike-sharing Network: A Graph Convolutional Neural Network Approach Lei Lin Zhengbing He S. Peeta GNN 45 376 0 13 Dec 2017