Address:

    Statistics Discipline, Kabi Jibanananda Das Academic Building, Room No. 3167, Khulna University, Khulna-9208, Bangladesh. menhaz70@gmail.com menhaz@ku.ac.bd

    Email:

    menhaz70@gmail.com

    Contact:

    01751385142

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Md. Menhazul Abedin
Assistant Professor

PhD (On Going), Hokkaido University, Japan

M.Sc. (Thesis) in Statistics, Rajshahi University, Rajshahi-6205, Bangladesh. 

B.Sc. (Hon's)  in Statistics, Rajshahi University, Rajshahi-6205, Bangladesh. 

HSC, Rajshahi Board.

SSC, Rajshahi Board.


Reinforcement learning

Machine Learning

Bioinformatics

Public health


Teaching and Research Experience
  • Working as a researcher in Molecule and Life Nonlinear sciences laboratory, Hokkaido University, Japan. (Present)
  • Assistant Professor, Statistics Discipline, Khulna University, Khulna-9208, Bangladesh. (Present)
  • Former Lecturer, Statistics Discipline, Khulna University, Khulna-9208, Bangladesh.
  • Former Lecturer of Statistics, Rajshahi Engineering Science & Technology College, Rashahi-6205, Bangladesh.


Taught Courses
  • Stat-3111: Actuarial Statistics
  • Stat-3205: Advanced Sampling Techniques
  • Stat-4101: Multivariate Analysis-I
  • Stat-4201: Multivariate Analysis-II
  • Stat-3203: Sampling Techniques-II
  • Stat-3209: Actuarial Statistics
  • Stat-2251: Advance Statistics (Development Studies Discipline)
  • Stat-1163: Statistics in Environmental Science (Environmental Science Discipline)
  • Stat-2153: Statistics-III (Mathematics Discipline)
Thesis and Project Students
  • Bachelor of Science

Lokesh Ray (Project)

Tabassum Mehedi (Project)

Fojaiel Hossain (Project)

Mir Zubaer Ahmed (Project)

Mst. Farzana Akter Reshmi (Project)

Sheikh Rayhanul Islam  (Project)

Kamrul Hassan Koushik (Project)

Mohd. Mohaiminul Islam Turzo (Project)

Sawda Yeasmin (Project)

Biva Biswas (Project)

Tasnim Shuchi (Project)


  • Masters of Science

Mst. Farzana Akter Reshmi (Thesis)

Sheikh Rayhanul Islam  (Thesis) (Co-supervisor)

Mir Zubaer Ahmed (Project)

Kamrul Hassan Koushik (Thesis)

Md. Najmus Salehin Anas (Project)

Sabreena Hossain Chaity (Project)

Mohd. Mohaiminul Islam Turzo (Project)

Here are the selected publications


Book Chapter

  • Md Maniruzzaman, Md Jahanur Rahman, Benojir Ahammed, Md Menhazul Abedin, Harman S Suri, Mainak Biswas, Ayman El-Baz, Petros Bangeas, Georgios Tsoulfas, Jasjit S Suri (2020). Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms. Cognitive Informatics, Computer Medeling, and Cognitive Science, Volume 1: Theory, Case Studies, and Applications, Chapter-14, Pages 273-317. https://doi.org/10.1016/B978-0-12-819443-0.00014-3

Published Articles
  • 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). 8:7. 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
  • Rahman, M. S., Ahmed, N. F., Ali, M., Abedin, M. M., & Islam, M. S. (2019). Determinants of tobacco cultivation in Bangladesh.Tobacco control.
  • 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. 
  •  Md Maniruzzaman, Md Jahanur Rahman, Benojir Ahammed, Md Menhazul Abedin, Harman S Suri, Mainak Biswas, Ayman El-Baz, Petros Bangeas, Georgios Tsoulfas, Jasjit S Suri. "Statistical Characterization and Classification of Colon Microarray Gene Expression Data using Multiple Machine Learning Paradigms".Computer Methods and Programs in Biomedicine (2019). 
  • Benojir Ahammed, Rasel Kabir, Menhazul Abedin, Mohammad Ali, Akhtarul Islam. "Determinants of different birth intervals of ever married women: Evidence from Bangladesh." Clinical Epidemiology and Global Health(2019).
  • Menhazul Abedin, Maniruzzaman Md, Mohammad Ali, Faisal Ahmed, Benojir* Ahammed. "Assessing and Determining Potential Factors Associated with Vitamin A Supplementation in Bangladesh".Biostatistics and Biometrics Open Access Journal (BBOAJ) (2019).
  • M. M. Abedin, M. M., Maniruzzaman, M., Ahmed, N. A. M., Ali, M., & Hasan. "Level of Awareness about HIV Transmission among Married Men in Bangladesh".International Journal of Engineering and Computer Science (2018).
  • Ahammed, Benojir, and Md Abedin. "Predicting wine types with different classification techniques." Model Assisted Statistics and Applications 13, no. 1 (2018): 85-93.
  • Maniruzzaman, Md, Harman S. Suri, Nishith Kumar, Md Menhazul Abedin, Md Jahanur Rahman, Ayman El-Baz, Makrand Bhoot, Jagjit S. Teji, and Jasjit S. Suri. "Risk factors of neonatal mortality and child mortality in Bangladesh." Journal of global health 8, no. 1 (2018).
  •  Maniruzzaman, Md, Md Jahanur Rahman, Md Al-MehediHasan, Harman S. Suri, Md Menhazul Abedin, Ayman El-Baz, and Jasjit S. Suri. "Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers." Journal of medical systems 42, no. 5 (2018): 92.
  • Maniruzzaman, Md, Nishith Kumar, Md Menhazul Abedin, Md Shaykhul Islam, Harman S. Suri, Ayman S. El-Baz, and Jasjit S. Suri. "Comparative approaches for classification of diabetes mellitus data: Machine learning paradigm." Computer methods and programs in biomedicine 152 (2017): 23-34.
Conference and Thesis 
  • Tapos Kumar Biswas, Most. Farida Khatun, N. A. M. Faisal Ahmed, Md. Menhazul Abedin, Benojir Ahammed, Md. Maniruzzaman, Mohammad Ali (2019).  A Comparative Study of Hierarchical Clustering Methods Based on Cancer Gene Expression Data.  7th International Conference on Data Science and SDGs: Challenges, Opportunities and Realities. Organized by Statistics Department, Rajshahi University.    
  • S.M. Jubaidur Rahman, N. A. M. Faisal Ahmed, Md. Menhazul AbedinBenojir Ahammed, Mohammad Ali, Md.Maniruzzaman (2019).  Prediction of Malnutrition and Its Risk Factors among Under-Five Children in Bangladesh: A Comparison with Support Vector Machine and Logistic Regression. 7th International Conference on Data Science and SDGs: Challenges, Opportunities and Realities. Organized by Statistics Department, Rajshahi University.  
  • Kamrul , Mohd. Mohaiminul, Sawda and Md. Menhazul Abedin (2019).  Relationship among Mental Health Variables: Comparison between Facebook Users and Non-users in Khulna University. 7th International Conference on Data Science and SDGs: Challenges, Opportunities and Realities. Organized by Statistics Department, Rajshahi University.
  • Sheikh Rayhanul Islam, Mir Zubaer Ahmed, Mst. Farzana Akter Reshmi and Md. Menhazul Abedin (2019).  Satisfaction with Work-Family Balance among Bankers: A Case-Study in Khulna City, Bangladesh.  7th International Conference on Data Science and SDGs: Challenges, Opportunities and Realities. Organized by Statistics Department, Rajshahi University.
  • Md. Menhazul Abedin, Md.Maniruzzaman, N. A. M. Faisal Ahmed, Benojir Ahammed, Mohammad Ali (2019) . Classification and Prediction of Parkinson Disease: A Machine Learning Approach. 7th International Conference on Data Science and SDGs: Challenges, Opportunities and Realities. Organized by Statistics Department, Rajshahi University.
  • Md. Maniruzzaman, Md. Jahanur Rahman, Benojir Ahammed, Md. Menhazul Abedin (2019). Logistic Regression based Feature Selection and Classification of Diabetes Disease using Machine Learning Paradigm.  7th International Conference on Data Science and SDGs: Challenges, Opportunities and Realities. Organized by Statistics Department, Rajshahi University. 
  • Determinants of Misconceptions about HIV Transmission among Married Men in Bangladesh, M.Sc. Inplant training.
  • Md. Shaykhul Islam, Md. Nazrul Islam Mondal, Md. Rafiqul Islam, Md. Menhazul Abedin, Md. Maniruzzaman (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.
  • Md. Menhazul Abedin, Dr. Md. Nazrul Islam Mondal , Dr. Mohammed Nasser, Md. Shaykhul Islam, Md. Maniruzzaman (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, during the period 23 December, 2015, organized by Mathematics Discipline, University of Khulna, Khulna-9208, Bangladesh.  
  • Md. Maniruzzaman, Md. Menhazul Abedin, Dr. Mohammed Nasser, Md. Shaykhul Islam, (2016). “A Study on Gaussian Process Based Regression and Classification” on Professor Mohammed Nasser Memorial Seminar Statistics and Bioinformatics for Sustainable Development, 13 March, 2016, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh. 
  • Md. Menhazul Abedin, Dr. Mohammed Nasser, Md. Shaykhul Islam, Md. Maniruzzaman (2016). Regression and Classification: An Artificial Neural Network Approach. Proceedings on Professor Mohammed Nasser Memorial Seminar Statistics and Bioinformatics for Sustainable Development, 13 March 2016, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh. 
  • Md. Shaykhul Islam, Dr. Mohammed Nasser, Md. Menhazul Abedin, Md. Maniruzzaman (2016). Support Vector Machines for Supervised Learning on Real and Simulated Data. Professor Mohammed Nasser Memorial Seminar Statistics and Bioinformatics for Sustainable Development, during the period March 13, 2016, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  • Md. Maniruzzaman, Nishith Kumar, Md. Menhazul Abedin, Md. Jahanur Rahman (2017). Liver Disease Prediction Using Intelligent Techniques. Proceedings of International Conference on Bioinformatics and Biostatistics for Agriculture, Health and Environment. 20-23 January, 2017. 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). Comparative Study of Artificial Neural Network Regression and Classical regression. Proceedings of International Conference on Bioinformatics and Biostatistics for Agriculture, Health and Environment. 20-23 January, 2017. ISBN: 978-984-34-0996-6.
  • Prospects and Problems of Artificial neural Network based Supervised learning,  M.Sc. thesis.


Supervised Projects and Theses 

  • Blind Source Separation for AudioBased on Independent Component Analysis. By Kamrul Hassan. (M.S. Thesis).
  • Study on Medical Waste Management in Khulna City: Knowledge, Practices and Possible Barriers. By Lokesh Ray, Fojaiel Hossain, Tabassum Mehedi.(B.Sc. Project).
  • Reliable factors of delivery by assistance of untrained traditional birth attendent in Bangladesh. By Mohd. Mohaiminul Islam. (M.S. project).
  • Factors affecting contraceptive use in Bangladesh: A comparison study of Bangladesh Demographic and Health Survey, 2011-2014. By Md. Najmus Salehin. (M.S. project).
  • Amplitude of Vitamin A Supplementation and Liable Factors Determination Using Multilevel Discourse in Bangladesh. . By Sabreena Hossain Chaity. (M.S. project).
  • Satisfaction with work-family balance among bankers: A case-study in Khulna city. By Mir Zubaer Ahmed, Mst. Farzana Akter Reshmi and Sheikh Rayhanul Islam(B.Sc. Project).
  • Relationship among mental health variables: Comparison between facebook users and non-users in Khulna university.  (B.Sc. Project). Kamrul Hassan Koushik, Md. Mohaiminul Turzo and Sawda Yeasmin(B.Sc. Project).
  • Influencing factors for facebook use and impact of facebook usage on academic activities: A case study in Khulna university. By Biva Biswas  and Tasnim Shuchi (B.Sc. Project).   

Workshop and Seminar Attend
  • Digital Signal and Image Processing during 25-26 May, 2012;
  • Environmental Analysis under Climate Change during 27-28 July, 2012.
  • Training on R Programming during the period March 22-23, 2013, organized by theDepartment of Statistics, University of Rajshahi, Bangladesh.
  • Workshop on mathematics for machine learning during the period November 13-14, 2014, organized by the Statistical Learning Group, Department of  Statistics, University of Rajshahi.
  • Workshop on  Advanced R Programming during the period June 5-6, 2015 , organized by the Department of  Statistics,  University of Rajshahi, 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, Bangladesh.
  • International conference on Statistical Data mining for Bioinformatics, Health, Agriculture and Environment-2012  during 21-24 December, 2012, organized  by Dept. of Statistics under HEQEP Project as participant.
  • 1st International Conference on Mathematics and Its Application, 23 December 2015, organized by Mathematics  Discipline, Khulna University, Bangladesh.
Conference Attend
  • International conference on Statistical Data mining for Bioinformatics, Health, Agriculture and Environment-2012  during 21-24 December, 2012, Organized  by Dept. of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  • 1st International Conference on Mathematics and Its Application, 23 December 2015, organized by Mathematics  Discipline, Khulna University,Khulna-9208, Bangladesh.
  • International conference on Bioinformatics and Biostatistics for Agriculture, Health and Environment, 20-23 January 2017, Organized  by Dept. of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  • 7th International Conference on Data Science and SDGs: Challenges, Opportunities and Realities, 18-19 December 2019, Organized  by Dept. of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.


To know more about my research please visit Google Scholar and  Researchgate .


Literature Writing  

     I am writing poem about current phenomena. Please visit Menhaz's Poem.