Joint predictions of multi-modal ride-hailing demands: a deep multi-task
multigraph learning-based approach

Joint predictions of multi-modal ride-hailing demands: a deep multi-task multigraph learning-based approach

11 November 2020

Papers citing "Joint predictions of multi-modal ride-hailing demands: a deep multi-task multigraph learning-based approach"

13 / 13 papers shown

Title
Multimodal joint prediction of traffic spatial-temporal data with graph sparse attention mechanism and bidirectional temporal convolutional network Dongran Zhang Jiangnan Yan K. Polat A. Alhudhaif Jun Li AI4TS 70 13 0 31 Dec 2024
Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting Xu Geng Xiyu Wu Lingyu Zhang Qiang Yang Yan Liu Jieping Ye AI4TS 44 31 0 27 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 44 208 0 15 May 2019
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction Huaxiu Yao Xianfeng Tang Hua Wei Guanjie Zheng Z. Li AI4TS 56 720 0 03 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 115 1,109 0 23 Feb 2018
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 598 2,225 0 25 Jul 2017
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 50 603 0 20 Jun 2017
Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks Haiyang Yu Zhihai Wu Shuqin Wang Yunpeng Wang Xiaolei Ma AI4TS GNN 50 543 0 07 May 2017
Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks Junbo Zhang Yu Zheng Dekang Qi Ruiyuan Li Xiuwen Yi Tianrui Li GNN 3DPC HAI AI4TS 33 433 0 10 Jan 2017
Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework Yuankai Wu Huachun Tan AI4TS 68 250 0 03 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 604 29,032 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 335 7,648 0 30 Jun 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 777 38,735 0 09 Mar 2016