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Pei-Yi Wong

Using a land use regression model with machine learning to estimate ground level PM2.5
2021 · Pei-Yi Wong, Hsiao-Yun Lee, et al. · Environmental Pollution · 194
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Using land-use machine learning models to estimate daily NO2 concentration variations in Taiwan
2021 · Pei-Yi Wong, Huey-Jen Su, et al. · Journal of Cleaner Production · 63
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Effects of synthesised polyaniline (PAni) contents on the anti-static properties of PAni-based polylactic acid (PLA) films
2020 · Pei-Yi Wong, Sook-Wai Phang, et al. · RSC Advances · 51
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Incorporating land-use regression into machine learning algorithms in estimating the spatial-temporal variation of carbon monoxide in Taiwan
2021 · Pei-Yi Wong, Chin-Yu Hsu, et al. · Environmental Modelling & Software · 47
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An ensemble mixed spatial model in estimating long-term and diurnal variations of PM2.5 in Taiwan
2023 · Pei-Yi Wong, Huey-Jen Su, et al. · The Science of The Total Environment · 45
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A Geo-AI-based ensemble mixed spatial prediction model with fine spatial-temporal resolution for estimating daytime/nighttime/daily average ozone concentrations variations in Taiwan
2023 · Jennieveive Babaan, Fang-Tzu Hsu, et al. · Journal of Hazardous Materials · 43
Estimating the daily average concentration variations of PCDD/Fs in Taiwan using a novel Geo-AI based ensemble mixed spatial model
2023 · Chin-Yu Hsu, Tien-Wei Lin, et al. · Journal of Hazardous Materials · 31
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A mixed spatial prediction model in estimating spatiotemporal variations in benzene concentrations in Taiwan
2022 · Chin-Yu Hsu, Hong-Xin Xie, et al. · Chemosphere · 30
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A machine learning-based ensemble model for estimating diurnal variations of nitrogen oxide concentrations in Taiwan
2024 · Aji Kusumaning Asri, Hsiao-Yun Lee, et al. · The Science of The Total Environment · 23
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An alternative approach for estimating large-area indoor PM2.5 concentration – A case study of schools
2022 · Pei-Yi Wong, Hsiao-Yun Lee, et al. · Building and Environment · 20
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Estimating morning and evening commute period O3 concentration in Taiwan using a fine spatial-temporal resolution ensemble mixed spatial model with Geo-AI technology
2023 · Chin-Yu Hsu, Ruei-Qin Lee, et al. · Journal of Environmental Management · 19
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Non-linear association between long-term air pollution exposure and risk of metabolic dysfunction-associated steatotic liver disease
2024 · Wei-Chun Cheng, Pei-Yi Wong, et al. · Environmental Health and Preventive Medicine · 17
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Evaluating long-term and high spatiotemporal resolution of wet-bulb globe temperature through land-use based machine learning model
2023 · Chin-Yu Hsu, Pei-Yi Wong, et al. · Journal of Exposure Science & Environmental Epidemiology · 17
Effects of feature selection methods in estimating SO2 concentration variations using machine learning and stacking ensemble approach
2024 · Pei-Yi Wong, Yu-Ting Zeng, et al. · Environmental Technology & Innovation · 15
Explainable geospatial-artificial intelligence models for the estimation of PM2.5 concentration variation during commuting rush hours in Taiwan
2024 · Pei-Yi Wong, Huey-Jen Su, et al. · Environmental Pollution · 14
Association between exposure to air pollution and kidney function decline
2025 · Jia-Ling Wu, Yu-Tzu Chang, et al. · Nephrology Dialysis Transplantation · 13
Geospatial artificial intelligence for estimating daytime and nighttime nitrogen dioxide concentration variations in Taiwan: A spatial prediction model
2024 · Jennieveive Babaan, Pei-Yi Wong, et al. · Journal of Environmental Management · 12
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Exposure estimates of PM2.5 using the land-use regression with machine learning and microenvironmental exposure models for elders: Validation and comparison
2023 · Chin-Yu Hsu, Wei-Ting Hsu, et al. · Atmospheric Environment · 12
Examining the Benefits of Greenness on Reducing Suicide Mortality Rate: A Global Ecological Study
2022 · Aji Kusumaning Asri, Hui-Ju Tsai, et al. · Frontiers in Public Health · 12
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Assessing 3-D variability of ultrafine particle using a Geo-AI modelling approach: A case study in Zhunan-Miaoli, Taiwan
2025 · Chia-Wei Hsu, Yinq-Rong Chern, et al. · Environmental Pollution · 5
Exposure-Aware commuting: Geo-AI–Driven route optimization to reduce NO2 in urban road networks
2026 · Hsiao-Yun Lee, Chia-Wei Hsu, et al. · Sustainable Cities and Society · 3
Fine particulate matter exposure and risk of scooter collisions among older adults
2025 · Hsuan-Min Kao, Yi-Ching Lo, et al. · Injury Epidemiology · 3
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APOE-ε4 Alleles Modify the Decline of MMSE Scores Associated With Time-Dependent PM2.5 Exposure: Findings From a Community-Based Longitudinal Cohort Study
2023 · Po-Jen Hsiao, Chih-Da Wu, et al. · American Journal of Geriatric Psychiatry · 2
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Mapping climate-conditioned PM2.5 response under climate change in Taiwan using a high-resolution Geo-AI model
2026 · Pei-Yi Wong, Wei-Lun Hsu, et al. · Journal of Environmental Management
Using Advanced GeoAI-Based Ensemble Mixed Spatial Prediction Model to Estimate Ambient Ammonia
2026 · Chin-Yu Hsu, Yu-Ting Zeng, et al. · Aerosol and Air Quality Research
Works count: 29
Citation count: 691
H-index: 14
I10-index: 19
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