Address:

    Room No.: Stat-3161, Statistics Discipline, Kabi Jibananda Das Academic Building, Khulna University, Khulna-9208, Bangladesh.

    Email:

    monir.stat91@gmail.com

    Contact:

    +8801737095565

    Personal Webpage:
    click here

Md. Maniruzzaman
Lecturer

I graduated with B.Sc. in Statistics from Department of Statistics, University of Rajshahi, Rajsahahi-6205, Bangladesh in 2013. In 2014, I completed the M.Sc. (Thesis) degree in Statistics from Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh. I completed the M.Sc. (Thesis) under the supervision of Dr. Mohammad Nasser, Professor, Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh. Title of my M.Sc. thesis was “A Study on Gaussian Process Based Regression and Classification.

 

I have presented papers in many conferences and published articles in a number of journals. Subject of the papers include Public health, Machine learning, and Bioinformatics (Microarray gene expression data). 

  • M.Sc. in Statistics, University of Rajshahi.
  • B.Sc. in Statistics, University of Rajshahi.

Public Health, Time Series Analysis, Bioinformatics, Bio-statistics, Machine Learning, Data Mining, and Image Analysis.

  • Lecturer, Statistics Discipline, Khulna University, Khulna-9208, Bangladesh. September 4, 2018 to Present.
  • Biostatistician, JiVitA: Maternal and Child Health and Nutrition Project of John Hopkins University (Bangladesh) (JHU-B), Gaibandha, Bangladesh. April 16, 2017 to August 30 ,2018.

Book Chapter

  • Cuadrado-Godia, E., Maniruzzaman, M., Araki, T., Puvvula, A., Rahman, M. J., Saba, L & Omerzu, T. (2019). 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 8-32https://doi.org/10.1088/2053-2563/ab0820ch8.
  • Maniruzzaman, M., Rahman, M. J., Ahammed, B., Abedin, M. M., Suri, H. S., Biswas, M., & Suri, J. S. (2020). Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms. In Cognitive Informatics, Computer Modelling, and Cognitive Science (pp. 273-317). Academic Press.  https://doi.org/10.1016/B978-0-12-819443-0.00014-3.

Journal

  • Ahmed, NAMF, Sultana, Ali, M., Abedin, MM, Ahammed, B., Yeasmin, MA, Maniruzzaman, M., (2020). Identifying the factors causing malnutrition and its impact on mortality among under-five Bangladeshi children. Family Medicine & Primary Care Review (SJR Q3) (Accepted).
  • Ahammed, B., Maniruzzaman, M., Talukder, A., Ferdausi, F., (2020). Prevalence and risk factors of hypertension among young adults in Albania. High Blood Pressure & Cardiovascular Prevention (Springer) (SJRQ2).  
  • Ahammed, B., Maniruzzaman, M., Ferdausi, F., Abedin, M. M., & Hossain, M. T. (2020). Socioeconomic and demographic factors associated with low birth weight in Nepal: Data from 2016 Nepal demographic and health survey. Social Health and Behavior. 3(4), 158-165.
  • Hussain, S., Gaftandzhieva, S., Maniruzzaman, M., Doneva, R., Muhsin, F, Z., (2020) Regression analysis of student academic performance using deep learning. Education and Information Technologies (Springer) (SJR Q1). https://doi.org/10.1007/s10639-020-10241-0.
  • Sarder, A, M; Maniruzzaman, M., Benojir, B., (2020). Feature Selection and Classification of Leukemia Cancer Using Machine Learning Techniques. Machine Learning Research (Science PG). 5 (2), 18-27. 
  • Islam, M.M., Rahman, M.J., Roy, D.C., Maniruzzaman, M. (2020). Automated detection and classification of diabetes disease based on Bangladesh demographic and health survey data, 2011 using machine learning approach. Diabetes & Metabolic Syndrome: Clinical Research & Reviews (Elsevier). 14 (3), 217-219. 
  • Ali, M., Alauddin, S., Khatun, F, M., Maniruzzaman, M., Islam, S. M. S. (2020) Determinants of early age of mother at first birth in Bangladesh: A statistical analysis using two-level multiple logistic regression model. Journal of Public Health (Springer) .1-7. 
  • Supti, RM, Maniruzzaman, M, Piuly NN, Abedin MM, Ali M, Yeasmin, MA and Ahmed NAMF (2020). Factors Associated with Neonatal and Infant Mortality: A Case Study on Bangladesh. Human Biology Review.  9 (2), 129-145. 
  •  Maniruzzaman, M., Rahman, M.J., Ahammed, B., Abedin, M.M., (2020). Classification and prediction of diabetes disease using machine learning paradigm. Health Information Science and Systems (Springer). 8 (1):7. http://doi.org/10.1007/s13755-019-0095-z  
  •  Rahman, S, M., Rahman, A, M., Ali, M., Rahman, S, M., Maniruzzaman, M., Yeasmin, A, M., Ahmed, F, N, A, F., Abedin, M, M., Islam,  S. M. S. (2019). Determinants of depressive symptoms among older people in Bangladesh. Journal of Affective Disorders (Elsevier). https://doi.org/10.1016/j.jad.2019.12.025
  • Rokon, S, M., Jishan, M., Hassan, K., Biswas, B., Shuchi, T., Islam, R,S., Maniruzzaman, M., Abedin, M, M., (2019). Influencing Factors for Excessive Use of Facebook: A Case Study in Khulna University, Bangladesh. Journal of Research in Education, Science and Technology. 3 (2), 1-11. 
  • Rahman, S, M., Rahman, A, M., Maniruzzaman, M., Howlader, H, M., (2019). Prevalence of undernutrition in Bangladeshi children. Journal of Bioscience (Cambridge University Press). 1-14.   doi: 10.1017/S0021932019000683.
  • Ahammed, B., Maniruzzaman, M., Kundu, S., Mahmud, A, J., Ferdausi, F., (2019). Prevalence and risk factors associated with tobacco smoking among adults in India: a nationally representative household survey. Family Medicine & Primary Care Review. 21 (4), 1-11  

  • Maniruzzaman, M., Rahman, M. J., Ahammed, B., Abedin, M. M., Suri, H. S., Biswas, M., & Suri, J. S. (2019). Statistical Characterization and Classification of Colon Microarray Gene Expression Data using Multiple Machine Learning Paradigms. Computer Methods and Programs in Biomedicine (Elsevier). 176, 173 196. https://doi.org/10.1016/j.cmpb.2019.04.008
  • Cuadrado-Godia, E., Jamthikar, A. D., Gupta, D., Khanna, N. N., Araki, T., Maniruzzaman, M., & Suri, H. S. (2019). Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach. Computers in Biology and Medicine (Elsevier). 108, 182-195.  doi.org/10.1016/j.compbiomed.2019.03.020.
  • Abedin, M. M, Maniruzzaman, M, Ali, M, Ahmed, F. N. A. M, Ahammed, B (2019). Assessing and Determining Potential Factors Associated with Vitamin A Supplementation in Bangladesh. Biometrics and Biostatistics (Juniper).  9 (1).
  • Maniruzzaman, M., Harman, S., Kumar, N., Abedin, M, M., Rahman, M.J., El-Baz, A., Bhoot, M., Teji, J. S., & Suri, J. S (2018). Risk factors of neonatal mortality and child mortality in Bangladesh. Journal of Global Health (Edinburgh University Global Health Society). 8 (1), 1-16. doi:10.7189/jogh.08.010421.
  • Maniruzzaman, M., Rahman, M. J., Al-MehediHasan, M., Suri, H. S., Abedin, M. M., El-Baz, A., & Suri, J. S. (2018). Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers. Journal of Medical Systems (Springer). 42(5), 92. https://doi.org/10.1007/s10916-018-0940-7.
  • Maniruzzaman, M., Rahman, M. J., Bhattacharjee, S. K., Rahman, S., Hoque, A., & Ali, A. (2017). Socio and Demographic Determinants of Neonatal Mortality in Bangladesh. International Journal of Engineering and Computer Science. 6(12), 22294-22301.
  • Cuadrado-Godia, E., Maniruzzaman, M., Araki, T., Puvvula, A., Rahman, M. J., Saba, L & Omerzu, T. (2018). 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. doi.org/10.1016/j.compbiomed.2018.08.008.
  • Hasan M. M. Abedin, M. M., Maniruzzaman, M., Ahmed, N. A. M., Ali, M. (2018). Level of Awareness about HIV Transmission among Married Men in Bangladesh. International Journal of Engineering and Computer Science. 7 (10), 24351-24360.
  • Maniruzzaman, M., Kumar, N., Abedin, M. M., Islam, M. S., Suri, H. S., El-Baz, A. S., & Suri, J. S. (2017). Comparative Approaches for Classification of Diabetes Mellitus Data: Machine Learning ParadigmComputer Methods and Programs in Biomedicine (Elsevier). 152, 23-34, doi: 10.1016/j.cmpb.2017.09.004.

Conference 

  • Maniruzzaman, M., Rahman, M, J., Ahammed, B., Abedin, M, M., (2019). 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
  •  Rahman,S,M,J., Ahmed, N, A, M, F., Abedin, M, M., Ahammed, B., Ali, M., Maniruzzaman, M., (2019). Prediction of Malnutrition and Its Risk Factors among Under-Five Children in Bangladesh: A Comparison with Support Vector Machine and Logistic Regression. 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
  • Abedin, M, M., Maniruzzaman, M., Ahmed, N, A, M, F., Ahammed, B., Ali, M., (2019).  Classification and Prediction of Parkinson Disease: A Machine Learning Approach. 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 
  •  Islam, M, M., Rahman, M, J., Roy, D, C., Maniruzzaman, M., (2019). 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, 18-19 December, 2019, organized by Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh
  • Khandker, S., Ali, M., Abedin, M, M., Ahammed, B., Maniruzzaman, M., Ahmed, N, A, M, F., (2019). Associated Factors of Exclusive Breastfeeding among Infant Aged 0-6 months in Bangladesh and its Effect on Diarrhea and Acute Respiratory Infection. 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
  • Biswas, T, K., Khatun, M, F., Ahmed, N, A, M, F., Abedin, M, M., Ahammed, B., Maniruzzaman, M., Ali, M., (2019). A Comparative Study of Hierarchical Clustering Methods Based on Cancer Gene Expression Data. 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
  •  Mahbub, T., Khatun, M, F., Abedin, M, M., Ahammed, B., Maniruzzaman, M., Ahmed, N, A, M, F., Ali, M., (2019). Identification the similar genes of NOG1 and the evolutionary relationship using protein sequence data. 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
  • Abedin, M. M., Maniruzzaman, M. M., Islam, S. M., Ali, M., Ahammed, B., & Ahmed, F. N.A.M., (2017). Comparative Study of Artificial Neural Network Regression and Classical regression. Proceedings of International Conference on Bioinformatics and Biostatistics for Agriculture, Health and Environment. ISBN: 978-984-34-0996-6.
  • Maniruzzaman, M. 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. ISBN: 978-984-34-0996-6.
  • Md. Menhazul Abedin, Md. Maniruzzaman, Md. Shaykhul Islam, Mohammad Ali, Benojir Ahammed and N.A.M. Faisal Ahmed (2017). Artificial Neural Network Regression. Proceedings of International Conference on Bioinformatics and Biostatistics for Agriculture, Health and Environment. 20-23 January, 2017.  ISBN: 978-984-34-0996-6. 
  • Islam, S.M., Md. Nazrul Islam Mondal, I. N. M., Islam, R. M., Abedin, M.M., & Maniruzzaman, M. M., (2015). Factor Related to the Occurrence of Diarrheal Disease among Under-Five Children in Bangladesh. Proceedings of First International Conference on Mathematics and its Application. 23 December 2015, organized by Mathematics Discipline, University of Khulna, Khulna-9208, Bangladesh.
  • Abedin, M. M., Mondal, I. N. M., Nasser, M., Islam, S. M., & Maniruzzaman, M., (2015). Misconception about HIV/AIDS Transmission among Married Men: A population based study in Bangladesh. Proceedings of First International Conference on Mathematics and its Application. 23 December, 2015,  organized by Mathematics Discipline, University of Khulna, Khulna-9208,  Bangladesh.

Participated in Workshop and Conference

I actively participated in the following workshops:

  •   ‘‘International  Workshop  on  Health  Statistics’ during  the  period  April  20-21, 2012, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  •   Training on R Programming” during the period March 22-23, 2013, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  •  Workshop on Mathematics for Machine Learningduring the period November 13-14, 2014, organized by the Statistical Learning Group, Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  •   “Workshop on  Advanced R Programming” during the period June 5-6, 2015 , organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205  Bangladesh.
  • Training Program on R-Programming and Application of R-packages”, during the period June 20-30, 2015, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.