A new perspective on air quality index time series forecasting: a ternary interval decomposition ensemble learning paradigm

• Main Authors: Wang, Zicheng, Gao, Ruobin, Wang, Piao, Chen, Huayou
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Environmental engineering; Air Quality Index Forecasting; Ternary Interval-Valued Time Series
• Online Access: https://hdl.handle.net/10356/172048
• Institution: Nanyang Technological University

Accurate forecasting of the air quality index (AQI) plays a crucial role in taking precautions against upcoming air pollution risks. However, air quality may fluctuate greatly in a certain period. Existing forecasting approaches always face the problem of losing valuable information on air quality s...