Research of Particulate Matter Prediction Modeling Based on Deep Learning

Lee, Seong Gu

Department of Human ICT Convergence, Sungkyunkwan University

Improvement of Particulate Matter Prediction Performance in Subway Stations Using Reconstruction Error-based Spatiotemporal Transformer

Youngkwang KimㆍBokju Kim¹ㆍSungMahn Ahn²

Data Solution Business Department, WesleyQuest Co., Ltd.
¹D&A Platform Department, Woori Finance Information System Co., Ltd.
²School of Business Administration, Kookmin University

How to amplify anomaly data in consideration of environmental changes and improve prediction performance

Chul Hyun Hwang

Department of Big Data, Kyoung-Bok University

Development of short-term artificial intelligence PM_2.5 forecast model

Hui-Young Yun¹ㆍDae-Ryun Choi¹ㆍJi-Seok Koo²ㆍKyung-Hui Wang³ㆍYoun-Seo Koo¹

¹Department of Environmental and Energy Engineering, Anyang University
²Department of Computer Engineering, Anyang University
³Department of Environmental Engineering, Graduate School of Anyang University

Spatiotemporal Variations in Air Quality over East Asia(China and South Korea) from 2015 to 2020 using CMAQ with Data Assimilation

Dae-Ryun Choi¹ㆍHui-Young Yun¹ㆍJi-Seok Koo²ㆍKyung-Hui Wang³ㆍYoun-Seo Koo¹

¹Department of Environmental and Energy Engineering, Anyang University
²Department of Computer Engineering, Anyang University
³Department of Environmental Engineering, Graduate School of Anyang University

Improved air quality forecasting accuracy by applying ensemble method

Sung-Tae Kim

E2M3 Inc.