Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural
Networks

Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks

6 July 2020

Matt Barnes

Martin J. Blais

Papers citing "Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks"

17 / 17 papers shown

Title
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting Mingjie Qiu Zhiyi Tan Bingkun Bao 36 5 0 30 Aug 2023
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation Yu Wang Tongya Zheng Shunyu Liu Zunlei Feng Kaixuan Chen Yunzhi Hao Min-Gyoo Song 23 7 0 15 Jun 2023
Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders Dingsu Wang Yuchen Yan Ruizhong Qiu Yada Zhu Kaiyu Guan A. Margenot Hanghang Tong AI4TS 33 27 0 29 May 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 26 14 0 12 Apr 2023
ESID: Exploring the Design and Development of a Visual Analytics Tool for Epidemiological Emergencies Pawandeep Kaur Betz Julien Stoll Valerie Grappendorf J. Gilg Moritz Zeumer ... Hans Kraemer M. Meyer-Hermann S. Somogyi Andreas Gerndt M. J. Kühn 33 2 0 10 Apr 2023
Traffic4cast at NeurIPS 2022 -- Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors M. Neun Christian Eichenberger Henry Martin M. Spanring Rahul Siripurapu ... Kevin Malm Fei Tang Michael K Kopp David P. Kreil Sepp Hochreiter 16 7 0 14 Mar 2023
Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey L. Delong Ramon Fernández Mir Jacques D. Fleuriot NAI 19 12 0 14 Feb 2023
Spatio-Temporal Graph Neural Networks: A Survey Zahraa Al Sahili M. Awad GNN AI4TS 29 23 0 25 Jan 2023
A Mobility-Aware Deep Learning Model for Long-Term COVID-19 Pandemic Prediction and Policy Impact Analysis Danfeng Guo Zijie Huang Junheng Hao Yizhou Sun Wei Wang D. Terzopoulos 8 0 0 05 Dec 2022
Data-Centric Epidemic Forecasting: A Survey Alexander Rodríguez Harshavardhan Kamarthi Pulak Agarwal Javen Ho Mira Patel Suchet Sapre B. Prakash OOD 24 18 0 19 Jul 2022
Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network Hann Meng Yuexing Peng Wenbo Wang Peng Cheng Yonghui Li Wei Xiang 16 10 0 15 Apr 2022
Graph Neural Networks Designed for Different Graph Types: A Survey J. M. Thomas Alice Moallemy-Oureh Silvia Beddar-Wiesing Clara Holzhuter 19 29 0 06 Apr 2022
Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series Yuanrong Wang T. Aste AI4TS 18 10 0 08 Mar 2022
Multiwave COVID-19 Prediction from Social Awareness using Web Search and Mobility Data Jia Xue T. Yabe Kota Tsubouchi J. Ma S. Ukkusuri 11 8 0 22 Oct 2021
Machine learning applications for COVID-19: A state-of-the-art review Firuz Kamalov C. A. Kumar Hana Sulieman F. Thabtah Akbar Hossain OOD 17 6 0 19 Jan 2021
Modelling transmission and control of the COVID-19 pandemic in Australia S. Chang Nathan Harding C. Zachreson Oliver M. Cliff M. Prokopenko 41 550 0 23 Mar 2020
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 236 3,234 0 24 Nov 2016