Md. Habibur Rahman Associate Professor, Department of Statistics and Data Science
PROFILE
SHORT BIOGRAPHY
Md. Habibur Rahman is currently serving as an Associate Professor at the Department of Statistics and Data Science of Jahangirnagar University, Dhaka-1342, Bangladesh. He received his Bachelor of Science (Honors) and Master's degrees in Statistics from the Jahangirnagar University, Bangladesh in 2008 and 2009 respectively, and the M. Phil. degree in Statistics from the same university in 2019. His contemporaneous research interests include Machine Learning Techniques, Classification, Big Data, Data Mining, Clustering, Simulation, Prediction, Multivariate Analysis, Time Series Analysis, and Statistical Inference. He has authored about 17 papers in different peer-reviewed journals. MH Rahman is a Life Member of the Bangladesh Statistical Association.
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RESEARCH INTEREST
Machine Learning, Big Data, Data Mining, Simulation, Multivariate Analysis, Statistical Inference
JOURNAL PAPER
Anup Kumar Mallick, Kabita Purkait, Md. Habibur Rahman, Sumantra Chakraborty, Ensemble of fuzzy c-means clustering algorithm based on cluster label uniformity for MRI brain image segmentation, AIP Advances, 15, 7, pp.01-09, 2025. doi: https://doi.org/10.1063/5.0214782Md. Habibur Rahman, Humayra Sadia, Prognosticate the analogous region in Bangladesh utilizing an unsupervised machine learning technique reliant on climate factors, International Journal of Data Science and Analysis, 11, 3, pp.46-62, 2025. doi: https://doi.org/10.11648/j.ijdsa.20251103.11
Farhana Afrin Duty, Md. Habibur Rahman, Nahid Salma, Prevalence of anxiety disorder and its association with BMI: an analysis of women’s experiences in Bangladesh using BDHS-2022 data, BMC Public Health, 25, 1144, pp.01-11, 2025. doi: https://doi.org/10.1186/s12889-025-22427-7
Md. Habibur Rahman, Estiyak Ahmed Turjo, Analyze the Determinants of Malnutrition in Women and Prognosticate Nutritional Status: Insights from the Bangladesh Demographic Health Survey 2022, World Journal of Public Health, 10, 1, pp.40-60, 2025. doi: https://doi.org/10.11648/j.wjph.20251001.16
Most. Rubina Akter, Md. Habibur Rahman, Analysis of Climatic Factors and Utilization of Machine Learning Techniques to Anticipate Humidity Levels in Northern Bangladesh, American Journal of Data Mining and Knowledge Discovery, 10, 1, pp.01-19, 2025. doi: https://doi.org/10.11648/j.ajdmkd.20251001.11
Shohel Mahmud, Salma Akter Tania, Tanzila Tamanna, Md Habibur Rahman, Saiful Islam, Uncovering Risk Factors for Heart Disease and Predicting Outcomes Using Machine Learning Approaches, Asian Journal of Probability and Statistics, 27, 2, pp.57-72, 2025. doi: https://doi.org/10.9734/ajpas/2025/v27i2713
Ashikur Rahman & Md. Habibur Rahman, Explore the factors related to the death of offspring under age five and appraise the hazard of child mortality using machine learning techniques in Bangladesh, BMC Public Health, 25, 360, pp.1-22, 2025. doi: https://doi.org/10.1186/s12889-025-21460-w
Md. Habibur Rahman, ANN-based and DT-based Classification Approaches to Predict the Rainfall Level of the Grid (90°E − 92°E, 23°N − 25°N) in Bangladesh, International Journal of Data Science and Analysis, 10, 6, pp.109-128, 2024. doi: https://doi.org/10.11648/j.ijdsa.20241006.11
Nusrat Jahan Borna and Md. Habibur Rahman, Evaluating the degree of cloudiness using machine learning techniques based on different atmospheric conditions, Theoretical and Applied Climatology, 2024. doi: https://doi.org/10.1007/s00704-024-05062-x
Md Tareq Ferdous Khan; Shrabanti Mazumder; Md Habibur Rahman; Most Alina Afroz; Humayun Kiser; Mohammad Alfrad Nobel Bhuiyan, The transition of sociodemographic and substance abuse characteristics, pairwise co-occurrences and factors associated with polysubstance use among US adolescents and young adults, Addiction & Health, 16, 1, pp.42-50, 2024. doi: doi:10.34172/ahj.2024.1460
Estiyak Ahmed Turjo, Md. Habibur Rahman, Assessing risk factors for malnutrition among women in Bangladesh and forecasting malnutrition using machine learning approaches, BMC Nutrition, 10, 22, pp.1-25, 2024. doi: https://doi.org/10.1186/s40795-023-00808-8
Md. Habibur Rahman, Prediction of homogeneous region over Bangladesh based on temperature: a non-hierarchical clustering approach, Theoretical and Applied Climatology, 148, 3-4, pp.1127–1149, 2022. doi: https://doi.org/10.1007/s00704-022-03955-3
Md. Moyazzem Hossain and Md. Habibur Rahman, Assessing Sleep Quality and Its Effects on Academic Performance among University Students, J Sleep Sci, 5, 2, pp.67-72, 2020. doi: https://doi.org/10.18502/jss.v5i2.5614
Md. Habibur Rahman, Md. Moyazzem Hossain, Classification and Regression Tree to Predict the Precipitation Labels of North-West Region in Bangladesh, Environment and Natural Resources Research, 9, 3, pp.117-126, doi: 10.5539/enrr.v9n3p117
Md. Habibur Rahman, Md. Moyazzem Hossain, Distribution of Earthquake Magnitude Levels in Bangladesh, 11, 3, pp.15-24, 2019. doi: DOI:10.5539/jgg.v11n3p15
Md. Habibur Rahman, Fitting of Probability Distribution on the Post-Monsoon Rainfall of Different Locations in Bangladesh, Environment and Natural Resources Research, 9, 2, pp.27-41, 2019. doi: https://doi.org/10.5539/enrr.v9n2p27,
Md. Habibur Rahman, M.A Matin, Umma Salma, Analysis of precipitation data in Bangladesh through hierarchical clustering and multidimensional scaling, Theor Appl Climatol, 134, pp.689–705, 2018.
Md. Shiblu Miah, Md. Moyazzem Hossain, Md. Habibur Rahman, Effect of Multimedia Instruction on Learning: A Case Study, Research & Reviews: Journal of Statistics, 7, 2, pp.7–11, 2018. doi: http://sciencejournals.stmjournals.in/index.php/RRJoST/article/view/252
Md. Habibur Rahman, Farhana Afrin Duty, Md. Asraful Alam, Fitting of Probability Distribution on the Pre-Monsoon Precipitation of Different Locations in Bangladesh, Research & Reviews: Journal of Statistics, 6, 3, pp.34–47, 2017. doi: http://sciencejournals.stmjournals.in/index.php/RRJoST/article/view/26
Md. Habibur Rahman, Clustering of Pre-monsoon Precipitation of Bangladesh A Wards Hierarchical Agglomerative Clustering Approach, Research & Reviews: Journal of Statistics, 6, 2, pp.1-7, 2017. doi: http://sciencejournals.stmjournals.in/index.php/RRJoST/issue/archive
Md. Shiblu Miah, Md. Moyazzem Hossain, Md. Habibur Rahman, Usages Pattern of Cell Phone in Classroom: A Case Study of Mathematical and Physical Science Faculty Students of Jahangirnagar University, Journal of Education and Practice, 8, 10, pp.103-108, 2017.
Md. Habibur Rahman, Comparison Study on the Prediction Performance of Different Statistical Models Including Feed Forward Artificial Neural Network: Climate Data of Some Coastal Districts, Research & Reviews: Journal of Statistics, 5, 3, pp.26-38, 2016. doi: http://sciencejournals.stmjournals.in/index.php/RRJoST/issue/archive
Md. Habibur Rahman, Umma Salma, Md. Moyazzem Hossain, Md. Tareq Ferdous Khan, Revenue Forecasting using Holt-Winters Exponential Smoothing, Research & Reviews: Journal of Statistics, 5, 3, pp.19-25, 2016.
Md. Moyazzem Hossain, Faruq Abdulla, Md. Habibur Rahman, Selecting the Probability Distribution of Monthly Maximum Temperature of Dhaka (Capital City) in Bangladesh, Jahangirnagar University Journal of Statistical Studies, 33, pp.33-45, 2016.
Md. Habibur Rahman, M A Matin, On the Prediction of Average Monsoon Rainfall in Bangladesh with Artificial Neural Network, International Journal of Computer Applications, International Journal of Computer Applications, 127, 5, pp.45-52, 2015.
Teaching
| Course Code | Course Title | Semester/Year |
|---|---|---|
| STAT-251 | Introduction to Probability and Statistics (Department of Computer Science and Engineering) | Part II Semester II B. Sc. Honors 2020 |
| STAT LAB - 414 | Statistical Data Analysis XI (Group A) | Part IV B. Sc. Honors 2019 |
| STAT - 405 | Data Mining | Part IV B. Sc. Honors 2019 |
| STAT LAB - 210 | Statistical Data Analysis IV (Group A) | Part IV B. Sc. Honors 2019 |
| STAT-208 | Statistical Simulation and Data Processing | Part II B. Sc. Honors 2019 |
| CSE-251 | Statistics II (Department of Computer Science and Engineering ) | Part II Semester II B. Sc. Honors 2019 |
| STAT LAB - 411 | Statistical Data Analysis IX (Group B) | Part IV B. Sc. Honors 2018 |
| STAT - 405 | Data Mining | Part IV B. Sc. Honors 2018 |
| STAT LAB - 413 | Statistical Data Analysis VII (Group B) | Part IV B. Sc. Honors 2018 |
| STAT-310 | Data Processing with Statistical Software | Part III B. Sc. Honors 2018 |
| STAT LAB - 210 | Statistical Data Analysis IV (Group A) | Part IV B. Sc. Honors 2018 |
| STAT-208 | Statistical Simulation and Data Processing | Part II B. Sc. Honors 2018 |
| STAT-103 | Linear Algebra | Part I B. Sc. Honors 2018 |
| STAT LAB - 411 | Statistical Data Analysis IX (Group B) | Part IV B. Sc. Honors 2017 |
| STAT - 405 | Data Mining | Part IV B. Sc. Honors 2017 |
| STAT LAB - 210 | Statistical Data Analysis IV (Group A) | Part II B. Sc. Honors 2017 |
| STAT-208 | Statistical Simulation and Data Processing | Part II B. Sc. Honors 2017 |
| STAT LAB – 109 (Group B) | Statistical Data Analysis II | Part I B. Sc. Honors 2017 |
| STAT - 105 | Numerical Analysis | Part I B. Sc. Honors 2017 |
| PHI - 412 | Practical Biostatistics II (Department of Public Health and Informatics ) | Part IV B. Sc. Honors 2016 |
| PHI-408 | Biostatistics II (Dept. of Public Health and Informatics) | Part IV B. Sc. Honors 2016 |
| STAT LAB - 411 | Statistical Data Analysis IX (Group B) | Part IV B. Sc. Honors 2016 |
| STAT - 405 | Data Mining | Part IV B. Sc. Honors 2016 |
| STAT LAB – 109 (Group B) | Statistical Data Analysis II | Part I B. Sc. Honors 2016 |
| STAT -105 | Numerical Analysis | Part I B. Sc. Honors 2016 |
| PHI - 412 | Practical Biostatistics II (Department of Public Health and Informatics ) | Part IV B. Sc. Honors 2015 |
| PHI-408 | Biostatistics II (Dept. of Public Health and Informatics) | Part IV B. Sc. Honors 2015 |
| STAT LAB - 411 | Statistical Data Analysis IX (Group B) | Part IV B. Sc. Honors 2015 |
| STAT - 405 | Data Mining | Part IV B. Sc. Honors 2015 |
| STAT LAB – 109 (Part A) | Statistical Data Analysis II | Part I B. Sc. Honors 2015 |
| STAT-105 | Algebra and Numerical Analysis | Part I B. Sc. Honors 2015 |
| URP - 1204 | Statistics I (Department of Urban and Regional Planning) | Part I Semester I B. Urp. Honors 2014 |
| STAT-102 | Elements of Probability | Part I B. Sc. Honors 2014 |
Academic Info
Period: 2019
DEPARTMENT OF STATISTICS
M. Phil. IN STATISTICS
Period: 2009
DEPARTMENT OF STATISTICS
MS (Thesis Group) IN STATISTICS
Period: 2008
DEPARTMENT OF STATISTICS
B. SC (HONORS) IN STATISTICS
Period: 2002
HSC-2002
Period: 2000
SSC-2000
Experience
Position: Associate Professor
Period: November 06, 2021 to Till Now
Department of Statistics and Data Science
Position: Assistant professor
Period: November 30, 2017 to November 05, 2021
Department of Statistics
Position: Lecturer
Period: September 15, 2014 to November 29, 2017
Department of Statistics
Contact
Md. Habibur Rahman
Associate Professor
Department of Statistics and Data Science
Jahangirnagar University, Savar, Dhaka-1342, Bangladesh.
Cell Phone: +8801942246023
Email: habib.drj@juniv.edu
, habib.drj@gmail.com