Md. Habibur Rahman
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 ScholarMd. 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/s40795-023-00808-8
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.
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 Ward’s 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 Holt–Winters 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

Institute: JAHANGIRNAGAR UNIVERSITY
Period: 2019

DEPARTMENT OF STATISTICS

M. Phil. IN STATISTICS

Institute: JAHANGIRNAGAR UNIVERSITY
Period: 2009

DEPARTMENT OF STATISTICS

MS (Thesis Group) IN STATISTICS

Institute: JAHANGIRNAGAR UNIVERSITY
Period: 2008

DEPARTMENT OF STATISTICS

B. SC (HONORS) IN STATISTICS

Institute: RANGPUR GOVT COLLEGE
Period: 2002

HSC-2002

Institute: DHANTOLA R. U. HIGH SCHOOL
Period: 2000

SSC-2000

Experience

Organization: JAHANGIRNAGAR UNIVERSITY
Position: ASSISTANT PROFESSOR
Period: NOVEMBER 30, 2017 TO TILL NOW

DEPARTMENT OF STATISTICS

Organization: JAHANGIRNAGAR UNIVERSITY
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