Harnessing the XGBoost Ensemble for Intelligent Prediction and Identification of Factors with a High Impact on Air Quality: A Case Study of Urban Areas in Jakarta Province, Indonesia
This article aims to develop an accurate air quality prediction model to handle Jakarta's air pollution challenges. In this study, data from air quality monitoring stations’ conventional air pollution indexes was employed. In the research phase, data is explored, SMOTE is used to manage imbalan...
| Published in: | Lecture Notes on Data Engineering and Communications Technologies |
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| Main Author: | |
| Format: | Book chapter |
| Language: | English |
| Published: |
Springer Science and Business Media Deutschland GmbH
2024
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| Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85192770804&doi=10.1007%2f978-981-97-0293-0_24&partnerID=40&md5=852c9d63aa80cc944e5893609885be99 |