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Rumana Rois
Observed name:
Rois, Rumana
Institution:
Jahangirnagar University
Observed institution:
Jahangirnagar University
ORCID:
0000-0002-0751-7104
Observed ORCID:
0000-0002-0751-7104
OpenAlex ID:
A5034002940
Prevalence and predicting factors of perceived stress among Bangladeshi university students using machine learning algorithms
2021
·
Rumana Rois
, Manik Ray
, et al.
·
Journal of Health Population and Nutrition
·
95
PDF
Perceived stress, eating behavior, and overweight and obesity among urban adolescents
2021
·
S. K. Roy
, Khurshid Jahan
, et al.
·
Journal of Health Population and Nutrition
·
88
PDF
Developing a seasonal-adjusted machine-learning-based hybrid time‑series model to forecast heatwave warning
2025
·
Md. Mahin Uddin Qureshi
, Amrin Binte Ahmed
, et al.
·
Scientific Reports
·
38
Machine Learning Algorithm for Analysing Infant Mortality in Bangladesh
2021
·
Atikur Rahman
, Zakir Hossain
, et al.
·
Lecture notes in computer science
·
30
Modified Breusch-Godfrey Test for Restricted Higher Order Autocorrelation in Dynamic Linear Model – A Distance Based Approach
2012
·
Rumana Rois
, Tapati Basak
, et al.
·
International Journal of Business and Management
·
23
PDF
Factors associated with coverage of vitamin a supplementation among Bangladeshi children: mixed modelling approach
2021
·
Nahyatul Marjan
, Atikur Rahman
, et al.
·
BMC Public Health
·
20
PDF
On the interpretability of the SVM model for predicting infant mortality in Bangladesh
2024
·
Md Abu Sayeed
, Azizur Rahman
, et al.
·
Journal of Health Population and Nutrition
·
12
PDF
Unveiling the sociodemographic and socioeconomic determinants of antenatal care utilization in Bangladesh: insights from the 2017–18 BDHS
2025
·
Md. Mojammel Haque Sakib
, Muhammad Khairul Alam
, et al.
·
Journal of Health Population and Nutrition
·
8
PDF
An assessment of random forest technique using simulation study: illustration with infant mortality in Bangladesh
2022
·
Atikur Rahman
, Zakir Hossain
, et al.
·
Health Information Science and Systems
·
6
An illustration of multi-class roc analysis for predicting internet addiction among university students
2025
·
Nishat Tasnim Thity
, Atikur Rahman
, et al.
·
PLoS ONE
·
5
PDF
Risk predictors selection and predict for the first-day neonatal mortality in Bangladesh using machine learning techniques
2022
·
Afsana Tasnim Prima
, Nishat Tasnim Thity
, et al.
·
Journal of Clinical Images and Medical Case Reports
·
3
PDF
Assessing acceptance and effects of child feeding counselling on nutritional status of children aged 6–23 months in a semi-urban community
2022
·
S. K. Roy
, Khurshid Jahan
, et al.
·
British Journal Of Nutrition
·
2
Forecasting cold wave in Bangladesh: a validated machine learning approach for early warning and vulnerability reduction
2026
·
Sharmin Akther
, Mohammad Mahboob Hussain Khan
, et al.
·
BMC Environmental Science
·
1
PDF
Machine-learning framework for conditional estimation and scenario-based projection of the heat index for public health interventions
2026
·
Mohammad A. H. Mollah
, Amrin Binte Ahmed
, et al.
·
PLoS ONE
·
1
PDF
High‐Frequency Thunderstorm Prediction via Seasonally Decomposed Hybrid Models: Toward Data‐Driven Early Warning and Climate Risk Mitigation
2026
·
Mahabuba Akter Mimi
, Mohammad Mahboob Hussain Khan
, et al.
·
Complexity
·
1
PDF
Marginal Likelihood-based One-sided LR Test for Testing Higher Order Autocorrelation in Presence of Nuisance Parameters-A Distance Based Approach
2012
·
Rumana Rois
, Tapati Basak
, et al.
·
International Journal of Statistics and Probability
·
1
PDF
Analysis Code for Vitamin A Supplementation Coverage in Bangladesh: BDHS 2022
2026
·
Akter, Tamanna
, Binte Ahmed, Amrin
, et al.
·
Zenodo (CERN European Organization for Nuclear Research)
Factors associated with the unmet need for spacing and limiting family planning: Evidence from a national survey
2026
·
Muhammad Khairul Alam
, Rumana Rois
·
PLOS Global Public Health
PDF
Station-specific thunderstorm forecasting using climate predictors with seasonal decomposition analysis in Bangladesh’s most vulnerable regions
2026
·
Mohammad Mahboob Hussain Khan
, Amrin Binte Ahmed
, et al.
·
PLoS ONE
PDF
Monthly thunderstorm frequency and meteorological data for Sylhet, Sreemangal, and Mymensingh.
2026
·
Mohammad Mahboob Hussain Khan
, Amrin Binte Ahmed
, et al.
·
Figshare
Machine learning-based prediction and risk factor analysis of depression among reproductive-aged women in Bangladesh: Findings from the BDHS 2022
2026
·
Santu Karmaker
, Md Ariful Hossain Sourav
, et al.
·
Women s Health
Forecasting Multiplicative Seasonality Time-Series with Machine Learning, Time-Series, and Hybrid Models: Insights from Simulation-based Assessments
2026
·
Jannatul Ferdous Nisha
, Kazi Arifur Rahaman
, et al.
·
Journal of Statistical Studies
Cross-region generalizability of early childhood development prediction models across South Asia: Evidence from harmonized MICS surveys
2026
·
Md Monir Hossain
, Ishrat Jahan
, et al.
·
Clinical Epidemiology and Global Health
PDF
An explainable machine learning framework for analyzing and predicting mental health problems among university students in Bangladesh
2026
·
Mst. Nilufar Yasmin
, Mohammad Mizanur Rahman
, et al.
·
Scientific Reports
PDF
Application of seasonal-adjusted hybrid models for forecasting Discomfort Index in a heat-prone region of Bangladesh
2026
·
Amrin Binte Ahmed
, Md. Mahin Uddin Qureshi
, et al.
·
PLoS ONE
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Works count:
39
Citation count:
333
H-index:
8
I10-index:
7
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