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Dr. Md. Jahanur Rahman
PROFESSOR
Statistics
- Education Summary
- B.Sc. (Raj), M.Sc. (Raj), PhD (Japan)
- Research Interest
- Applications of Data Science, Artificial Intelligence (AI), Machine Learning , Deep Learning in Environment, Health, Agriculture, Economics and Finance for Achieving Sustainable Development Goals (SDGs);, Outcome-Based Education (OBE), Curriculum Design & Review, Quality Assurance (QA) and Accreditation in Higher Education
| Level | Institution | Year |
|---|---|---|
| Doctoral (PhD in Economics) |
Heroshima Shudo University, Japan | 2009 |
| Masters (M.Sc. in Statistics) |
Rajshahi University | 1997 |
| Bachelor/Honors (B.Sc. (Hon) in Statistics) |
Rajshahi University | 1995 |
Experience in Rajshahi University
| Duration | Organization/Institute | Position |
|---|---|---|
| 2015-04-21 to | Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh | PROFESSOR |
| 2009-09-16 to 2015-04-20 | Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh | ASSOCIATE PROFESSOR |
| 2002-06-17 to 2009-09-15 | Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh | ASSISTANT PROFESSOR |
| 1999-06-17 to 2002-06-16 | Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh | LECTURER |
Experience in other Organization/Institute
| Duration | Organization/Institute | Position |
|---|---|---|
| 2015-01-01 to 2021-06-30 | IQAC, University of Rajshahi, Rajshahi-6205, Bangladesh | Additional Director |
| 2004-10-01 to 2006-03-31 | Department of Economics, Kyoto Gakuen University, Japan | Visiting Scholar |
Book Chapter
| 1. |
Md. Maniruzzaman, Md. Jahanur Rahman, Benojir Ahammed, Md. Menhazul Abedin, Harman S. Suri, MainakBiswas, AymanEl-Baz, Petros Bangeas, Georgios Tsoulfas, Jasjit S.Suri
"Chapter 14 - Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms"
Cognitive Informatics, Computer Modelling, and Cognitive Science
Volume 1: Theory, Case Studies, and Applications
2020, Pages 273-317
Published: May 2020
|
| 2. |
Cuadrado-Godia, E., Maniruzzaman, M., Araki, T., Puvvula, A., Rahman, M. J., Saba, L & Omerzu, T.
"Morphologic TPA (mTPA) and composite risk score for moderate carotid
atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort."
Vascular and Intravascular Imaging Trends, Analysis, and Challenges, Volume 2 (IOP Publishing Ltd). 8-1 to 8-32.
Published: July 2019
|
| 3. |
Rahman, M. J. and M. A. M. Hasan
"Performance of Wavelet Transform on Models in Forecasting Climatic Variables in Rajshahi"
Computational Intelligence Techniques in Earth and Environmental Sciences, Springer Publication, ISBN 978-94-017-8641-6, pp. 141-154
Published: December 2013
|
| 4. |
Rahman, M. J.
"Long-run Superneutrality of Money in Japanese Economy”, Social Systems Solutions by Legal Informatics"
Social Systems Solutions by Legal Informatics, Economic Sciences and Computer Sciences, Kyushu University Press, Japan, ISBN978-4-7985-0011-9, pp. 95-112
Published: October 2010
|
| 5. |
Toyoda, T. and M. J. Rahman
"Does Money Affect on Real GDP in the Long-run?: An Econometric Test for Japanese Economy"
Econometric Studies on Trade and Finance in East Asia, Academic Exchange Center, Hiroshima Shudo University, ISBIN:978-4-902264-16-6, pp. 117-199
Published: October 2009
|
Journal
| 1. |
Md. Merajul Islama, Md. Jahanur Rahman, Md Moidul Islam, Dulal Chandra Roy,
N.A.M. Faisal Ahmed, Sadiq Hussain, Md Amanullah, Md. Menhazul Abedin,
Md. Maniruzzaman
"Application of machine learning based algorithm for prediction of
malnutrition among women in Bangladesh"
International Journal of Cognitive Computing in Engineering, 3, 46-57
Published: February 2022
|
| 2. |
Md. Maniruzzaman, Md. Merajul Islam, Md. Jahanur Rahman, Md. Al Mehedi Hasan, Jungpil Shin
"Risk prediction of diabetic nephropathy using machine learning techniques: A pilot study with secondary data"
Volume 15, Issue 5, September–October 2021, 102263
Published: September 2021
|
| 3. |
N.A.M. Faisal Ahmed, Md. Maniruzzaman, Md Merajul Islam, Mohammad Ali, Md. Jahanur Rahman
"Stability of Money Demand Function in Bangladesh using Auto-regressive Distributed Lag Approach"
Asian Journal of Economics and Finance. 2021, 3, 2 : 277-288
Published: June 2021
|
| 4. |
S. M. Jubaidur Rahman, N.A.M. Faisal Ahmed, Md. Menhazul Abedin, Benojir Ahammed, Mohammad Ali, Md. Jahanur Rahman, Md. Maniruzzaman
"Investigate the risk factors of stunting, wasting, and underweight among under-five Bangladeshi children and its prediction based on machine learning approach"
PLoS ONE, 16(6):e0253172
Published: June 2021
|
| 5. |
Md. Merajul Islam, Md. Jahanur Rahman, Dulal Chandra Roy, Most.Tawabunnahar, Rubaiyat Jahan, N.A.M. Faisal Ahmed, Md. Maniruzzaman
"Machine Learning Algorithm for Characterizing Risks of Hypertension, at an Early Stage in Bangladesh”"
Elsevier Ltd. Diabetes & Metabolic Syndrome: Clinical Research & Reviews (Accepted).
Published: March 2021
|
| 6. |
Islam, M.M., Rahman, M.J., Roy, D.C., Islam, M.M., Tawabunnahar, M., Ahmed, N.A.M. F., Maniruzzaman, M.
"Risk factors identification and prediction of anemia among women in Bangladesh using machine learning techniques."
Current Women’s Health Reviews (Bentham Science Publishers) (SJR Q3). 17:1.
Published: January 2021
|
| 7. |
Md. Merajul Islam, Md. Jahanur Rahman, Most. Tawabunnahar, Md. Menhazul Abedin, Md. Maniruzzaman
"Investigate the Effect of Diabetes on Hypertension based on
Bangladesh Demography and Health Survey, 2017-18"
ORCID
Published: January 2021
|
| 8. |
Md. Merajul Islam, Md. Jahanur Rahman, Dulal Chandra Roy and Md. Maniruzzaman
"Automated detection and classification of diabetes disease based on Bangladesh demographic and health survey data, 2011 using machine learning approach"
Published by Elsevier Ltd. Diabetes & Metabolic Syndrome: Clinical Research & Reviews 14 (2020) 217e219
Published: March 2020
|
| 9. |
Md. Maniruzzaman, Md. Jahanur Rahman, Benojir Ahammed & Md. Menhazul Abedin
"Classification and prediction of diabetes disease using machine learning paradigm"
Health Information Science and Systems (Springer) 8, 7 (2020)
Published: January 2020
|
| 10. |
Maniruzzaman, M., M. J. Rahman, B. Ahammed, M.M. Abedin, H. S. Suri, M. Biswas, A. El-Baz, P. Bangeas, G. Tsoulfas, J. S. Suri
"Classification of Colon Microarray Gene Expression Data using Multiple Machine Learning Paradigms"
Journal of Computer Methods and Programs n Biomedicine, (Elsevier), Volume 176, Pages 173-193
Published: April 2019
|
| 11. |
Maniruzzaman, M., M. J. Rahman, M. Al-MehediHasan, H.S. Suri, M.M. Abedin, A. El-Baz and J. S. Suri
"Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers"
Journal of medical systems (Springer), 42(5), 92
Published: November 2018
|
| 12. |
Md. Zobidul Kabir, Alam Khan, Md. Jahanur Rahman and Moizur Rahman
"Different perspectives associated with the development of relevant strategies for maintenance of withdrawal period of veterinary drugs: Bangladesh perspectives"
Asian-Australasian Journal of Food Safety and Security, ISSN 2523-1073 (Print) 2523-2983 (Online)
Published: November 2018
|
| 13. |
Cuadrado-Godia, E., M. Maniruzzaman, T. Araki, A. Puvvula, M. J. Rahman, L. Saba and T. Omerzu
"Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort"
Computers in Biology and Medicine (Elsevier). 101, 128-145
Published: July 2018
|
| 14. |
Md. Saiful Ismam and Md. Jahanur Rahman
"Comparative Study of ARIMA and Artificial Neural Network Methods for Temperature Forecasting in Rajshahi"
Rajshahi University Journal of Environmental Science, 7, 77-84, 2018
Published: March 2018
|
| 15. |
Maniruzzaman, M., S. Harman, N. Kumar, M.M. Abedin, M. J. Rahman, A. El-Baz, M. Bhoot, J.S. Teji and J.S. Suri
"Risk factors of neonatal mortality and child mortality in Bangladesh"
Journal of Global Health (Edinburgh University Global Health Society), 8 (1), 1-16
Published: February 2018
|
| 16. |
Maniruzzaman, M., M. J. Rahman, S.K. Bhattacharjee, S. Rahman, A. Hoque and A. Ali
"Socio and Demographic Determinants of Neonatal Mortality in Bangladesh"
International Journal of Engineering and Computer Science, 6(12), pp. 22294-22301
Published: November 2017
|
| 17. |
Alamgir Kabir, M. J. Rahman, A. A. Shamim, R. D. W. Klemm, A. B. Labrique4, M. Rashid, P. Christian, Jr. K. P. West
"Identifying maternal and infant factors associated with newborn size in rural Bangladesh by partial least squares (PLS) regression analysis"
PLoS ONE, 12(12): e0189677
Published: March 2017
|
| 18. |
M. A. Qayum and M. J. Rahman
"Periodicity analysis of some climatic variables in Rajshahi using Fourier Transformation Technique"
Rajshahi University Journal of Environmental Science, Vol. 3, page 33-40
Published: November 2014
|
| 19. |
Ali, K. J., M. J. Rahman and A.S.M.R. Rouf
"An Empirical Study on Remittance and Economic Growth in Bangladesh"
Jagannath University Journal of Science, Vol. 3, No. 11
Published: May 2014
|
| 20. |
Rahman, M. J. and M. A. Qayum
"Testing the hypothesis of long-run neutrality of money in Bangladesh"
International Journal of Statistical Sciences, Vol. 13, pp. 39-54
Published: July 2013
|
| 21. |
Rouf, A.S.M.R and M. J. Rahman
"Empirical Study on Causality between GDP and Electricity Consumption in Bangladesh"
Jagannath University Journal of Science, vol. 2, No. 1, pp.117-130
Published: January 2013
|
| 22. |
Rahman, M. J. and T. Toyoda
"An Empirical Study on Long-run Neutrality of Money in Japanese Economy"
The Japanese economy, vol. 35, No. 4, M. E. Sharpe, Inc, USA, pp. 87-117
Published: August 2009
|
| 23. |
Rahman, M. J., T. Toyoda (2008) and Y. Morita
"Financial Anxieties and Long-run Neutrality of Money in Japanese Economy"
Studies in Applied Economics, 2, pp. 107-132
Published: July 2008
|
| 24. |
Rahman, M. J., Y. Morita and S. Miyagawa
"Modelling of Financial Anxieties as Precautionary Demand Function"
International Journal of Innovative Computing, Information and Control, ICIC International, 2, pp. 1069-1082
Published: October 2006
|
| 25. |
Morita, Y., M. J. Rahman and S. Miyagawa
"Estimation of Precautionary Demand Caused by Financial Anxieties"
Journal of the Faculty of economics, KGU,15-3, pp.19-32
Published: March 2006
|
| 26. |
Rahman, M. J., S. Miyagawa and Y. Morita
"Financial Anxieties of Large, Mediam and Small Enterprises in Japan"
Journal of the Faculty of economics, KGU, 15-2, pp. 19-32.
Published: October 2005
|
| 27. |
Rahman, M. J., S. Miyagawa and Y. Morita
"Financial Anxieties in Japanese Economy"
Journal of the Faculty of economics, KGU, 15-1, pp. 19-32
Published: March 2005
|
| 28. |
Alam, M. A.H.M.R. Imon, M. Nasser, M. J. Rahman
"Necessity for Consideration of Robustness in Bootstrap Estimation for Location"
Journal of Statistical Studies, 23, pp. 91-93
Published: October 2003
|
| 29. |
Rahman, M. J. and A.H.M.R. Imon
"Performance of Some Estimators for Location Parameter in the Distribution of Normal Contaminated by Laplace Distribution"
Rajshahi University Studies, Part-B, University of Rajshahi, Bangladesh
Published: July 2002
|
Conference
| 1. |
Islam, M. M., Rahman, M. J., Roy, D. C., Maniruzzaman, M
"Automated detection and classification of diabetes disease based on machine learning approach in Bangladesh"
Proceedings of International Conference Data Science and SDGs: Challenges, Opportunities and Realities, organized by Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
Published: December 2020
|
| 2. |
Maniruzzaman, M., Rahman, M.J., Ahammed, B., Abedin, M.M.,
"Logistic regression based feature selection and classification of diabetes disease using machine learning paradigm"
Proceedings of International Conference Data Science and SDGs: Challenges, Opportunities and Realities, 18-19 December, 2019, organized by Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
Published: December 2020
|
| 3. |
Maniruzzaman M., Kumar, N., Abedin, M.M., Rahman, M.J. (2017).
"Liver Disease Prediction using Intelligent Techniques"
Proceedings of International Conference on Bioinformatics and Biostatistics for Agriculture, Health and Environment. 20-23, ISBN: 978-984-34-0996-6.
Published: January 2017
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