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Open Access
Peer-reviewed
Research Article
Forecasting Thailand’s mobility trends using Feature Engineered XGBoost for pandemic crisis movement management
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Aritath Siraphatwongkorn ,
Contributed equally to this work with: Aritath Siraphatwongkorn, Thanin Methiyothin, Kittisak Onuean, Krisana Chinnasarn, Athita Onuean, Insung Ahn, Suwanna Rasmequan
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – original draft
Affiliation Faculty of Informatics, Burapha University, Chonburi, Thailand
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Thanin Methiyothin ,
Contributed equally to this work with: Aritath Siraphatwongkorn, Thanin Methiyothin, Kittisak Onuean, Krisana Chinnasarn, Athita Onuean, Insung Ahn, Suwanna Rasmequan
Roles Conceptualization, Formal analysis, Methodology, Validation
¶‡ These authors also contributed equally to this work.
Affiliation Faculty of Informatics, Burapha University, Chonburi, Thailand
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Kittisak Onuean ,
Contributed equally to this work with: Aritath Siraphatwongkorn, Thanin Methiyothin, Kittisak Onuean, Krisana Chinnasarn, Athita Onuean, Insung Ahn, Suwanna Rasmequan
Roles Conceptualization, Formal analysis, Methodology, Validation
¶‡ These authors also contributed equally to this work.
Affiliation Faculty of Science and Social Sciences, Burapha University, Sakaeo, Thailand
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Krisana Chinnasarn ,
Contributed equally to this work with: Aritath Siraphatwongkorn, Thanin Methiyothin, Kittisak Onuean, Krisana Chinnasarn, Athita Onuean, Insung Ahn, Suwanna Rasmequan
Roles Conceptualization, Formal analysis, Methodology, Validation
¶‡ These authors also contributed equally to this work.
Affiliation Faculty of Informatics, Burapha University, Chonburi, Thailand
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Athita Onuean ,
Contributed equally to this work with: Aritath Siraphatwongkorn, Thanin Methiyothin, Kittisak Onuean, Krisana Chinnasarn, Athita Onuean, Insung Ahn, Suwanna Rasmequan
Roles Conceptualization, Formal analysis, Methodology, Validation
¶‡ These authors also contributed equally to this work.
Affiliation Faculty of Informatics, Burapha University, Chonburi, Thailand
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Insung Ahn ,
Contributed equally to this work with: Aritath Siraphatwongkorn, Thanin Methiyothin, Kittisak Onuean, Krisana Chinnasarn, Athita Onuean, Insung Ahn, Suwanna Rasmequan
Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Supervision
* E-mail: rsuwanna@buu.ac.th (SR); isahn@kisti.re.kr (IA)
Affiliation Korea Institute of Science and Technology Information, Yuseong-gu, Daejeon, Republic of Korea
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Suwanna Rasmequan
Contributed equally to this work with: Aritath Siraphatwongkorn, Thanin Methiyothin, Kittisak Onuean, Krisana Chinnasarn, Athita Onuean, Insung Ahn, Suwanna Rasmequan
Roles Conceptualization, Formal analysis, Methodology, Supervision, Validation, Writing – review & editing
* E-mail: rsuwanna@buu.ac.th (SR); isahn@kisti.re.kr (IA)
Affiliation Faculty of Informatics, Burapha University, Chonburi, Thailand
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Forecasting Thailand’s mobility trends using Feature Engineered XGBoost for pandemic crisis movement management
- Aritath Siraphatwongkorn,
- Thanin Methiyothin,
- Kittisak Onuean,
- Krisana Chinnasarn,
- Athita Onuean,
- Insung Ahn,
- Suwanna Rasmequan
- Published: March 26, 2026
- https://doi.org/10.1371/journal.pone.0345547