Cargando…

Interpretable Temporal Attention Network for COVID-19 forecasting

The worldwide outbreak of coronavirus disease 2019 (COVID-19) has triggered an unprecedented global health and economic crisis. Early and accurate forecasts of COVID-19 and evaluation of government interventions are crucial for governments to take appropriate interventions to contain the spread of C...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhou, Binggui, Yang, Guanghua, Shi, Zheng, Ma, Shaodan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier B.V. 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8905883/ https://www.ncbi.nlm.nih.gov/pubmed/35281183 http://dx.doi.org/10.1016/j.asoc.2022.108691

Ejemplares similares

Interpretable tourism demand forecasting with temporal fusion transformers amid COVID-19
por: Wu, Binrong, et al.
Publicado: (2022)

Spatial–Temporal Synchronous Graph Transformer network (STSGT) for COVID-19 forecasting
por: Banerjee, Soumyanil, et al.
Publicado: (2022)

IMF: Interpretable Multi-Hop Forecasting on Temporal Knowledge Graphs
por: Du, Zhenyu, et al.
Publicado: (2023)

Convolutional neural networks and temporal CNNs for COVID-19 forecasting in France
por: Mohimont, Lucas, et al.
Publicado: (2021)

General short-term load forecasting based on multi-task temporal convolutional network in COVID-19
por: Zhang, Zhenhao, et al.
Publicado: (2023)

COVID-19 pandemic, limited attention, and analyst forecast dispersion
por: Zhang, Jinjin, et al.
Publicado: (2022)

ADST: Forecasting Metro Flow Using Attention-Based Deep Spatial-Temporal Networks with Multi-Task Learning
por: Jia, Hongwei, et al.
Publicado: (2020)

Spatial-temporal hypergraph convolutional network for traffic forecasting
por: Zhao, Zhenzhen, et al.
Publicado: (2023)

Forecasting Individual Aging Trajectories and Survival with an Interpretable Network Model
por: Farrell, Spencer, et al.
Publicado: (2020)

Application of Offshore Visibility Forecast Based on Temporal Convolutional Network and Transfer Learning
por: Lu, Zhenyu, et al.
Publicado: (2020)

A Graph Neural Network with Spatio-Temporal Attention for Multi-Sources Time Series Data: An Application to Frost Forecast †
por: Lira, Hernan, et al.
Publicado: (2022)

Neural Networks and Forecasting COVID-19
por: Dadyan, E., et al.
Publicado: (2021)

Attention-Based Spatial–Temporal Convolution Gated Recurrent Unit for Traffic Flow Forecasting
por: Zhang, Qingyong, et al.
Publicado: (2023)

The Impact of Interpreting Training Experience on the Attentional Networks and Their Dynamics
por: Xing, Shunjie, et al.
Publicado: (2023)

On the importance of structural equivalence in temporal networks for epidemic forecasting
por: Kister, Pauline, et al.
Publicado: (2023)

Spatiotemporal neural network with attention mechanism for El Niño forecasts
por: Kim, Jinah, et al.
Publicado: (2022)

Attention Network in Interpreters: The Role of Training and Experience
por: Nour, Soudabeh, et al.
Publicado: (2019)

Interpretable tourism volume forecasting with multivariate time series under the impact of COVID-19
por: Wu, Binrong, et al.
Publicado: (2022)

Embedded Temporal Convolutional Networks for Essential Climate Variables Forecasting
por: Villia, Maria Myrto, et al.
Publicado: (2022)

Hierarchical attention network for multivariate time series long-term forecasting
por: Bi, Hongjing, et al.
Publicado: (2022)

Modeling and Forecasting the COVID-19 Temporal Spread in Greece: An Exploratory Approach Based on Complex Network Defined Splines
por: Demertzis, Konstantinos, et al.
Publicado: (2020)

Covid-19 Dynamic Monitoring and Real-Time Spatio-Temporal Forecasting
por: da Silva, Cecilia Cordeiro, et al.
Publicado: (2021)

STA-TSN: Spatial-Temporal Attention Temporal Segment Network for action recognition in video
por: Yang, Guoan, et al.
Publicado: (2022)

A data-driven interpretable ensemble framework based on tree models for forecasting the occurrence of COVID-19 in the USA
por: Zheng, Hu-Li, et al.
Publicado: (2022)

Spatial-Temporal Convolutional Transformer Network for Multivariate Time Series Forecasting
por: Huang, Lei, et al.
Publicado: (2022)

Time Series Forecasting and Classification Models Based on Recurrent with Attention Mechanism and Generative Adversarial Networks
por: Zhou, Kun, et al.
Publicado: (2020)

Forecasting stock prices with long-short term memory neural network based on attention mechanism
por: Qiu, Jiayu, et al.
Publicado: (2020)

COVID-SGIS: A Smart Tool for Dynamic Monitoring and Temporal Forecasting of Covid-19
por: de Lima, Clarisse Lins, et al.
Publicado: (2020)

Loss-Based Attention for Interpreting Image-Level Prediction of Convolutional Neural Networks
por: Shi, Xiaoshuang, et al.
Publicado: (2021)

Evaluation of interpretability methods for multivariate time series forecasting
por: Ozyegen, Ozan, et al.
Publicado: (2021)

Graph Spatio-Temporal Networks for Manufacturing Sales Forecast and Prevention Policies in Pandemic Era
por: Lee, Chia-Yen, et al.
Publicado: (2023)

Simulation and forecasting models of COVID-19 taking into account spatio-temporal dynamic characteristics: A review
por: Wang, Peipei, et al.
Publicado: (2022)

Forecasting the spread of COVID-19 using LSTM network
por: Kumar, Shiu, et al.
Publicado: (2021)

STCA-SNN: self-attention-based temporal-channel joint attention for spiking neural networks
por: Wu, Xiyan, et al.
Publicado: (2023)

Improving the forecasting performance of temporal hierarchies
por: Spiliotis, Evangelos, et al.
Publicado: (2019)

Interpretable clinical prediction via attention-based neural network
por: Chen, Peipei, et al.
Publicado: (2020)

MAG-D: A multivariate attention network based approach for cloud workload forecasting
por: Patel, Yashwant Singh, et al.
Publicado: (2023)

A Spatio-Temporal Motion Network for Action Recognition Based on Spatial Attention
por: Yang, Qi, et al.
Publicado: (2022)

Economic and Business Forecasting: Analyzing and Interpreting Econometric Results
por: Silvia, John
Publicado: (2014)

Neural network powered COVID-19 spread forecasting model
por: Wieczorek, Michał, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_j4gs8qabsbgg66ncumoc0uppf9