Modeling Inter-station Relationships with Attentive Temporal Graph Convolutional Network for Air Quality Prediction

Author:

Wang Chunyang1,Zhu Yanmin1,Zang Tianzi1,Liu Haobing1,Yu Jiadi1

Affiliation:

1. Shanghai Jiao Tong University, Shanghai, China

Funder

the Program for China Top Young Talents

National Science Foundation of China

SJTU Global Strategic Partnership Fund (2019 SJTU-HKUST)

the Program for Changjiang Young Scholars in University of China

the Program for Shanghai Top Young Talents

the Oceanic Interdisciplinary Program of Shanghai Jiao Tong University

Shanghai Municipal Science and Technology Commission

2030 National Key AI Program of China

Scientific Research Fund of Second Institute of Oceanography

Publisher

ACM

Reference35 articles.

1. James Atwood and Don Towsley. 2016. Diffusion-convolutional neural networks. In Advances in neural information processing systems. 1993--2001. James Atwood and Don Towsley. 2016. Diffusion-convolutional neural networks. In Advances in neural information processing systems. 1993--2001.

2. STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting

3. Samy Bengio Oriol Vinyals Navdeep Jaitly and Noam Shazeer. 2015. Scheduled sampling for sequence prediction with recurrent neural networks. In Advances in Neural Information Processing Systems. 1171--1179. Samy Bengio Oriol Vinyals Navdeep Jaitly and Noam Shazeer. 2015. Scheduled sampling for sequence prediction with recurrent neural networks. In Advances in Neural Information Processing Systems. 1171--1179.

4. A hybrid ARIMA and artificial neural networks model to forecast particulate matter in urban areas: The case of Temuco, Chile

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3