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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"

50 / 223 papers shown

Title
DMGCRN: Dynamic Multi-Graph Convolution Recurrent Network for Traffic Forecasting Yanjun Qin Yuchen Fang Haiyong Luo Fang Zhao Chenxing Wang AI4TS 115 9 0 04 Dec 2021
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting Chuanpan Zheng Xiaoliang Fan Shirui Pan Haibing Jin Zhaopeng Peng Zonghan Wu Cheng-Yu Wang Philip S. Yu GNN AI4TS 64 51 0 25 Nov 2021
A Comparative Study on Basic Elements of Deep Learning Models for Spatial-Temporal Traffic Forecasting Y. Shin Yoonjin Yoon AI4TS GNN 60 1 0 15 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Leilei Gan Jingren Zhou Hongxia Yang 155 103 0 11 Nov 2021
Crowd-sensing Enhanced Parking Patrol using Trajectories of Sharing Bikes Tianfu He Jie Bao Yexin Li Hui He Yu Zheng 27 4 0 29 Oct 2021
Multiwave COVID-19 Prediction from Social Awareness using Web Search and Mobility Data Jia Xue T. Yabe Kota Tsubouchi J. Ma S. Ukkusuri 61 10 0 22 Oct 2021
Using NASA Satellite Data Sources and Geometric Deep Learning to Uncover Hidden Patterns in COVID-19 Clinical Severity I. Segovia-Dominguez Huikyo Lee Zhiwei Zhen Yuzhou Chen M. Garay Daniel Crichton R. Wagh Yulia R. Gel 31 1 0 21 Oct 2021
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network Xiyue Zhang Chao Huang Yong-mei Xu Lianghao Xia Peng Dai Liefeng Bo Junbo Zhang Yu Zheng GNN DiffM AI4TS 114 197 0 08 Oct 2021
Networked Time Series Prediction with Incomplete Data via Generative Adversarial Network Yichen Zhu Bo Jiang Haiming Jin Mengtian Zhang Feng Gao Jianqiang Huang Tao Lin Xinbing Wang GNN AI4TS 85 5 0 05 Oct 2021
Secure Your Ride: Real-time Matching Success Rate Prediction for Passenger-Driver Pairs Yuandong Wang Hongzhi Yin Lian Wu Tong Chen Chunyang Liu 46 7 0 14 Sep 2021
Space Meets Time: Local Spacetime Neural Network For Traffic Flow Forecasting Song Yang Jiamou Liu Kaiqi Zhao AI4TS 39 17 0 11 Sep 2021
Parallel Multi-Graph Convolution Network For Metro Passenger Volume Prediction Fuchen Gao Zhanquan Wang Zhenguang Liu AI4TS GNN 70 5 0 29 Aug 2021
DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction Renhe Jiang Du Yin Zhaonan Wang Yizhuo Wang Jiewen Deng Hangcheng Liu Zekun Cai Jinliang Deng Xuan Song Ryosuke Shibasaki AI4TS 98 164 0 20 Aug 2021
Missing Data Estimation in Temporal Multilayer Position-aware Graph Neural Network (TMP-GNN) Bahareh Najafi S. Parsaeefard A. Leon-Garcia 56 4 0 07 Aug 2021
Modelling and Reasoning Techniques for Context Aware Computing in Intelligent Transportation System M. Swarnamugi Dr.Chinnaiyan R LRM 18 3 0 29 Jul 2021
STR-GODEs: Spatial-Temporal-Ridership Graph ODEs for Metro Ridership Prediction Chu-Chih Huang AI4TS 36 2 0 11 Jul 2021
Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation Lingbo Liu Yuying Zhu Guanbin Li Ziyi Wu Lei Bai Liang Lin AI4TS 98 35 0 02 Jul 2021
Exploring Context Generalizability in Citywide Crowd Mobility Prediction: An Analytic Framework and Benchmark Liyue Chen Xiaoxiang Wang Leye Wang 57 1 0 30 Jun 2021
TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning Xu Chen Junshan Wang Kunqing Xie AI4TS AI4CE 81 67 0 11 Jun 2021
Deep Bayesian Active Learning for Accelerating Stochastic Simulation D. Wu Ruijia Niu Matteo Chinazzi Alessandro Vespignani Yi-An Ma Rose Yu AI4CE 107 9 0 05 Jun 2021
Quantifying Uncertainty in Deep Spatiotemporal Forecasting Dongxian Wu Liyao (Mars) Gao X. Xiong Matteo Chinazzi Alessandro Vespignani Yi-An Ma Rose Yu AI4TS 92 71 0 25 May 2021
Spatial-temporal Conv-sequence Learning with Accident Encoding for Traffic Flow Prediction Zichuan Liu Rui Zhang Chen Wang Zhu Xiao Hongbo Jiang AI4TS 49 20 0 21 May 2021
Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting Yuzhou Chen I. Segovia-Dominguez Yulia R. Gel AI4TS 74 142 0 10 May 2021
Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution Fuxian Li J. Feng Huan Yan G. Jin Depeng Jin Yong Li GNN AI4TS 75 383 0 30 Apr 2021
Traffic signal prediction on transportation networks using spatio-temporal correlations on graphs Semin Kwak Nikolas Geroliminis P. Frossard AI4TS 31 5 0 27 Apr 2021
A Comparative Study of Using Spatial-Temporal Graph Convolutional Networks for Predicting Availability in Bike Sharing Schemes Zhengyong Chen Hongde Wu Noel E. O'Connor Mingming Liu GNN 54 12 0 21 Apr 2021
Multi-fold Correlation Attention Network for Predicting Traffic Speeds with Heterogeneous Frequency Yidan Sun Guiyuan Jiang S. Lam Peilan He Fangxin Ning 19 4 0 19 Apr 2021
Decentralized Inference with Graph Neural Networks in Wireless Communication Systems Mengyuan Lee Guanding Yu H. Dai GNN 92 41 0 19 Apr 2021
Spatiotemporal Data Mining: A Survey on Challenges and Open Problems Ali Hamdi Khaled Shaban A. Erradi Amr Mohamed Shakila Khan Rumi Flora D. Salim AI4TS 91 102 0 31 Mar 2021
Predicting Demand for Air Taxi Urban Aviation Services using Machine Learning Algorithms S. Rajendran S. Srinivas Trenton Grimshaw AI4TS 28 61 0 26 Mar 2021
Data-Driven Short-Term Voltage Stability Assessment Based on Spatial-Temporal Graph Convolutional Network Yonghong Luo Chao Lu Lipeng Zhu Jie Song 64 58 0 05 Mar 2021
Deep Reinforcement Learning with Spatio-temporal Traffic Forecasting for Data-Driven Base Station Sleep Control Qiong Wu Xu Chen Zhi Zhou Liang Chen Junshan Zhang 63 81 0 21 Jan 2021
Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction Wei Zeng Chengqiao Lin Kang Liu Juncong Lin A. Tung 37 14 0 08 Jan 2021
Passenger Mobility Prediction via Representation Learning for Dynamic Directed and Weighted Graph Yuandong Wang Hongzhi Yin Tong Chen Chunyang Liu Ben Wang Tianyu Wo Jie Xu AI4TS 126 21 0 04 Jan 2021
A Survey on Spatial and Spatiotemporal Prediction Methods Zhe Jiang 25 4 0 24 Dec 2020
Using Spatio-temporal Deep Learning for Forecasting Demand and Supply-demand Gap in Ride-hailing System with Anonymised Spatial Adjacency Information Md. Hishamur Rahman S. Rifaat 62 10 0 16 Dec 2020
AIST: An Interpretable Attention-based Deep Learning Model for Crime Prediction Yeasir Rayhan T. Hashem 36 24 0 16 Dec 2020
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction Junchen Ye Leilei Sun Bowen Du Yanjie Fu Hui Xiong GNN AI4TS 85 153 0 15 Dec 2020
Trading the System Efficiency for the Income Equality of Drivers in Rideshare Yifan Xu Pan Xu 48 24 0 12 Dec 2020
Deep Learning for Road Traffic Forecasting: Does it Make a Difference? Eric L. Manibardo I. Laña Javier Del Ser AI4TS 66 71 0 02 Dec 2020
StressNet: Deep Learning to Predict Stress With Fracture Propagation in Brittle Materials Yinan Wang Diane Oyen Weihong Guo A. Mehta Cory Braker Scott N. Panda M. G. Fernández-Godino G. Srinivasan Xiaowei Yue AI4CE 61 32 0 20 Nov 2020
TLab: Traffic Map Movie Forecasting Based on HR-NET Fanyou Wu Yang Liu Zhiyuan Liu X. Qu R. Gazo E. Haviarova 28 5 0 13 Nov 2020
Joint predictions of multi-modal ride-hailing demands: a deep multi-task multigraph learning-based approach Jintao Ke Siyuan Feng Zheng Zhu Hai Yang Jieping Ye AI4TS 82 81 0 11 Nov 2020
TERMCast: Temporal Relation Modeling for Effective Urban Flow Forecasting Hao Xue Flora D. Salim AI4TS 78 22 0 11 Nov 2020
Idle Vehicle Relocation Strategy through Deep Learning for Shared Autonomous Electric Vehicle System Optimization Seongsin Kim Ungki Lee Ikjin Lee Namwoo Kang 46 29 0 16 Oct 2020
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results Chunnan Wang Kaixin Zhang Hongzhi Wang Bozhou Chen GNN AI4TS 59 25 0 15 Oct 2020
Graph Deep Factors for Forecasting Hongjie Chen Ryan A. Rossi K. Mahadik Sungchul Kim Hoda Eldardiry BDL AI4TS 51 0 0 14 Oct 2020
Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework Leye Wang Di Chai Xuanzhe Liu Liyue Chen Kai Chen AI4TS 63 30 0 20 Sep 2020
Spatio-Temporal Hybrid Graph Convolutional Network for Traffic Forecasting in Telecommunication Networks Marcus Kalander Min Zhou Chengzhi Zhang Hanling Yi Lujia Pan AI4TS 31 21 0 17 Sep 2020
Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework Qi Tan Yang Liu Jiming Liu AI4TS 58 8 0 14 Sep 2020