Arman Hossain Chowdhury

A tree based eXtreme Gradient Boosting (XGBoost) machine learning model to forecast the annual rice production in Bangladesh

Mst. Noorunnahar, Arman Hossain Chowdhury, Farhana Arefeen Mila · PLoS ONE · 2023 · 105 citations · Full text

Accuracy comparison of ARIMA and XGBoost forecasting models in predicting the incidence of COVID-19 in Bangladesh

Md. Siddikur Rahman, Arman Hossain Chowdhury, Miftahuzzannat Amrin · PLOS Global Public Health · 2022 · 46 citations · Full text

Forecasting Methodology, Virus Epidemiology, Accuracy Comparison +16

COVID-19 Epidemic in Bangladesh among Rural and Urban Residents: An Online Cross-Sectional Survey of Knowledge, Attitudes, and Practices

Md. Siddikur Rahman, Ajlina Karamehić-Muratović, Miftahuzzannat Amrin et al. · Epidemiologia · 2020 · 37 citations · Full text

Predicting anxiety, depression, and insomnia among Bangladeshi university students using tree‐based machine learning models

Arman Hossain Chowdhury, Dana Rad, Md. Siddikur Rahman · Health Science Reports · 2024 · 21 citations · Full text

A data-driven eXtreme gradient boosting machine learning model to predict COVID-19 transmission with meteorological drivers

Md. Siddikur Rahman, Arman Hossain Chowdhury · PLoS ONE · 2022 · 19 citations · Full text

Engineering, Machine Learning, Weather Forecasting +26