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 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, Artificial Neural Networks, Big Data, Data Mining, Clustering, Simulation, Prediction, Multivariate Analysis, Time Series Analysis, and Statistical Inference. He has authored about 13 papers in different peer-reviewed journals. MH Rahman is a Life Member of the Bangladesh Statistical Association.
Please visit the following links:
Google Scholar: Md. Habibur Rahman ResearchGate: Md. Habibur Rahman ORCID iD: Md. Habibur Rahman
publons: Md. Habibur Rahman
RESEARCH INTEREST
Machine Learning, Classification, Neural Networks, Big Data, Data Mining and Knowledge Discovery, Clustering, Simulation, Prediction, Multivariate Analysis, Time Series Analysis, Statistical Inference
JOURNAL PAPER
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/s40795-023-00808-8Md. 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.
Effect of Multimedia Instruction on Learning: A Case Study,
Md. Shiblu Miah, Md. Moyazzem Hossain, Md. Habibur Rahman (2018): Effect of Multimedia Instruction on Learning: A Case Study, Research & Reviews: Journal of Statistics, 7(2): 7–11, August, 2018. http://sciencejournals.stmjournals.in/index.php/RRJoST/article/view/252
Fitting of Probability Distribution on the Pre-Monsoon Precipitation of Different Locations in Bangladesh,Md. Habibur Rahman, Farhana Afrin Duty, Md. Asraful Alam (2017): Fitting of Probability Distribution on the Pre-Monsoon Precipitation of Different Locations in Bangladesh, Research & Reviews: Journal of Statistics. 2017; 6(3): 34–47, http://sciencejournals.stmjournals.in/index.php/RRJoST/article/view/26
Clustering of Pre-monsoon Precipitation of Bangladesh A Wards Hierarchical Agglomerative Clustering Approach,Md. Habibur Rahman (2017): Clustering of Pre-monsoon Precipitation of Bangladesh – A Ward’s Hierarchical Agglomerative Clustering Approach, Research & Reviews: Journal of Statistics, 6(2): 1-7, August 2017. Website: http://sciencejournals.stmjournals.in/index.php/RRJoST/issue/archive
Usages Pattern of Cell Phone in Classroom: A Case Study of Mathematical and Physical Science Faculty Students of Jahangirnagar University,Md. Shiblu Miah, Md. Moyazzem Hossain, Md. Habibur Rahman (2017): 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): 103-108, https://iiste.org/Journals/index.php/JEP/article/view/36527
Comparison Study on the Prediction Performance of Different Statistical Models Including Feed Forward Artificial Neural Network: Climate Data of Some Coastal Districts,Md. Habibur Rahman (2016): 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): 26-38, http://sciencejournals.stmjournals.in/index.php/RRJoST/issue/archive
Revenue Forecasting using HoltWinters Exponential Smoothing,Md. Habibur Rahman, Umma Salma, Md. Moyazzem Hossain, Md. Tareq Ferdous Khan (2016): Revenue Forecasting using Holt–Winters Exponential Smoothing, Research & Reviews: Journal of Statistics, 5(3): 19-25
Selecting the Probability Distribution of Monthly Maximum Temperature of Dhaka (Capital City) in Bangladesh,Md. Moyazzem Hossain, Faruq Abdulla, Md. Habibur Rahman (2016): Selecting the Probability Distribution of Monthly Maximum Temperature of Dhaka (Capital City) in Bangladesh, Jahangirnagar University Journal of Statistical Studies, 33: 33-45
On the Prediction of Average Monsoon Rainfall in Bangladesh with Artificial Neural Network, International Journal of Computer Applications,Md. Habibur Rahman, M A Matin (2015): On the Prediction of Average Monsoon Rainfall in Bangladesh with Artificial Neural Network, International Journal of Computer Applications, 127(5):45-52, https://www.ijcaonline.org/archives/volume127/number5/22729-2015906392
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: ASSISTANT PROFESSOR
Period: NOVEMBER 30, 2017 TO TILL NOW
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