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

·       Tonmoy Kumar Roy, Md. Shoebuj Zaman, Ashikul Islam Pollob, Md. Asadujjaman, Md. Menhazul Abedin, Md. Merajul Islam, Md. Maniruzzaman (2026). Comparative Analysis of Hypertension Stages Prevalence and Associated Factors in Bangladesh: Evidence From BDHS 2017–18 and 2022, The Journal of Clinical Hypertension 28, no. 9 (2026): e70358. https://doi.org/10.1111/jch.70358.

·    Md. Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, and Tamiki Komatsuzaki, (2024) “Multi-armed Bandit Algorithm for Sequential Experiments of Molecular Properties with Dynamic Feature  Selection” 161, 014115, J. Chem. Phys.

·       Md. Merajul Islam, Md. Jahanur Rahman, Md. Menhazul Abedin, Benojir Ahammed, Mohammad Ali, N.A.M Faisal Ahmed and Md. Maniruzzaman (2022).  Identification of the risk factors of type 2 diabetes and its prediction using machine learning techniques. Health systems; taylor & Francis.

·       Pollob, S.M. A.I., Abedin, M.M., Islam, M.T., Islam, M.M., Maniruzzaman, M. (2022). Predicting risks of low birth weight in Bangladesh with machine learning. Plos One (Public Library of Science) (SJR Q1). 

·       Kamrul Hassan, Sheikh Rayhanul Islam, Md. Shahariar Rokon, Shadman Shakib Ahmed, Sumaiya Islam1, Mazidul Islam, Md. Maniruzzaman, Md. Menhazul Abedin (2022). Relationship between Mental Health and Facebook users among Khulna University Students in Bangladesh. Minerva Psichiatrica (New title: Minerva Psychiatry).

·       Md. Merajul Islam, Md. Jahanur Rahman, Md Moidul Islam, Dulal Chandra Roy, N.A.M. Faisal Ahmed  Sadiq Hussain, Md Amanullah, Md. Menhazul Abedin, Md. Maniruzzaman (2022).  Application of machine learning based algorithm for prediction of malnutrition among women in Bangladesh. International Journal of Cognitive Computing in Engineering. 

·       SM Jubaidur Rahman, NAM Faisal Ahmed, Md Menhazul Abedin, Benojir Ahammed, Mohammad Ali, Md Jahanur Rahman, Md Maniruzzaman (2021). 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.

·       Md Merajul Islam, Md Jahanur Rahman, Md Menhazul Abedin, Md Maniruzzaman (2021). Investigate the Effect of Diabetes on Hypertension based on Bangladesh Demography and Health Survey, 2017-18. (Preprints)

·       Md. Maniruzzaman, Md. Shaykhul Islam, Md. Menhazul Abedin, Md Amanullah and Sadiq Hussain (2020). Prediction of Childhood Diarrhea in Bangladesh using Machine Learning Approach. Insights Biomed Res 4(1):111-116

·       Mamunor Rashid, Menhazul Abedin (2020). New media and public engagement: A case study in Khulna University. Jalalabad Papers, 1 (1), 81-97.

·       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.

·       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 (2018). Level of Awareness about HIV Transmission among Married Men in Bangladesh". International Journal of Engineering and Computer Science.

·       Ahammed, Benojir, and Md Abedin (2018). "Predicting wine types with different classification techniques." Model Assisted Statistics and Applications 13, no. 1: 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.

·       Mohammad Ali,  Al Hasib Billah,  Sutapa Dey Barna, Mahfuza Yesmin, Md. Menhazul Abedin1 and N. A. M Faisal Ahmed (2017). A Comparative Study of Different Classification Techniques on SNP Data.  IJRDO-Journal of Biological Science.

·       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.

M.Sc. Thesis and PhD Title

·       Prospects and Problems of Artificial neural Network based Supervised learning,  M.Sc. thesis.

·       Study on Multi-armed Bandit Algorithm for Sequential Experiments to Predict the Best Molecule with Dynamic Feature Selection, PhD thesis.

Conference

·       From Molecular Optimization to Public Health Analytics: Data-Driven Framework of Multidisciplinary Statistical Learning Study. Md. Menhazul Abedin. International Conference on Emerging Frontiers in Advanced Sciences and Technologies 2026, Pabna University of Science & Technology. (Invited speaker)

·       Unveiling the Public Perceptions of Thalassemia and Hepatitis B: Insights from Canonical Correlation Analysis. Mohammaed Abrar Jawad Arnob, Md. Khalilur Rahman, Md. Firuzzaman, Md. Maniruzzaman, A M Mujahidul Islam, Md. Menhazul Abedin. International Conference on Emerging Frontiers in Advanced Sciences and Technologies 2026, Pabna University of Science & Technology.

·       Socio-Demographic Factors and Health Issues Associated with Menstrual Hygiene Management Among University Students in Khulna, Bangladesh. Nusan Tabassum, Abdur Rahman, Sharlene Alauddin, Mohammad Ali, Md. Menhazul Abedin. International Conference on Emerging Frontiers in Advanced Sciences and Technologies 2026, Pabna University of Science & Technology.

·       Menstrual Hygiene Management Among Female University Students in Khulna, Bangladesh: A Knowledge, Attitude, and Practice (KAP) Study. Mobashara Munsi Sony, Sharlene Alauddin, Md. Maniruzzaman, Md. Menhazul Abedin. International Conference on Emerging Frontiers in Advanced Sciences and Technologies 2026, Pabna University of Science & Technology.

·       Convergence of Dynamically selected Features to Optimal Features: Perspective from Sequential Optimization on Chemical Problem Md. Menhazul Abedin, Kazi Sabbir Hossain, Md. Maniruzzaman and Mohammad Ali, ISRT Dhaka University, 2025.

·       Md. Menhazul Abedin, Koji Tabata, Jean-Emmanuel Clément, Lei Wang, Masumi Tsuda, Shinya Tanaka, Tamiki Komatsuzaki, “Application of Linear Bandit in Drug Screening Example”, 21^st RIES-Hokudai International Symposium; 10-11 December 2020, Hokkaido University, Japan. (Poster)

·       Md. Menhazul Abedin, Koji Tabata, Jean-Emmanuel Clément, Lei Wang, Masumi Tsuda, Shinya Tanaka, Tamiki Komatsuzaki, “Solving Drug Screening Problem Using Linear Bandit Approach”, 3rd ICReDD International Symposium; Feb. 22 (Mon) - 24 (Wed), 2021, Hokkaido University, Japan. (Poster)

·       Md. Menhazul Abedin, Koji Tabata, Tamiki Komatsuzaki1, “Linear Bandit for Absolute Reward in Huge Feature Space”, 22nd RIES-Hokudai International Symposium”, 06 -07 December 2021, Hokkaido University, Japan. (Poster)

·       Md. Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, Tamiki Komatsuzaki, “Absolute Reward in Large Feature Space: Tracking by Linear Bandit”, The 60th Annual Meeting of Biophysical Society Japan; September 28-30, 2022; Hakodate, Japan. (Poster)

·       Md. Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, Joshua Arenson, Tamiki Komatsuzaki, “Linear bandit algorithm for rapid drug screening using topological features of molecules”, FlyWorks Workshop 2022; August 7-9, 2022; Niseko, Hokkaido, Japan. (Poster)

·       Md. Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, Tamiki Komatsuzaki, “Linear Bandit Algorithm for the Sequential Experiments of Molecular Properties”, 23rd RIES-Hokudai International Symposium; December 05-06, 2022; Hokkaido University, Japan. (Poster)

·       Md. Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, Tamiki Komatsuzaki, “Linear Bandit Algorithm for the Sequential Experiments of Molecular Properties”, 5th ICReDD International Symposium and 2nd Akira Suzuki Awards Ceremony; January 10-11, 2023; Hokkaido University, Japan. (Poster)

·       Md. Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, Tamiki Komatsuzaki, “Sequential Experiments of Molecular Properties Under Linear Bandit Framework”, ICAT International Symposium on Catalysis 2023; July 18-19, 2023; Hokkaido University, Japan. (Poster)

·       Md. Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, Tamiki Komatsuzaki, “Desired property screening of molecules utilizing Linear Bandit Algorithm”, 14th CSE International Summer School and the 11th ALP International Symposium; 31^st August -01 September 2023, Chippubetsu, Hokkaido, Japan (Oral)

·       Md. Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, Tamiki Komatsuzaki, “Linear Bandit Algorithm for the Sequential Experiments of Molecular Properties”, Theoretical chemistry workshop, 17 August 2023, Hokkaido University, Japan. (Oral)

·       Md. Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, Tamiki Komatsuzaki, “Sequentially Molecular Properties Prediction using Linear Bandit Algorithm”, The 2023 RIES-CEFMS Joint International Symposium, Dec 07-08, 2023, Rusutsu, Hokkaido, Japan. (Poster)

·       Md. Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, Tamiki Komatsuzaki, “Multi-Armed Bandit Algorithm for Sequential Experiments of Molecular Properties with Dynamic Feature Selection”, Serendipity Symposium, Mar 10-13, 2024, Ishigaki island, Okinawa, Japan. (Poster)

·       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 Abedin, Benojir 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.

·       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 the Department 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.

Supervised Thesis and Projects

·       Application of Multi-Armed Bandit Algorithm for Optimizing the Search Space of Drug-Like Molecules. By Kazi Sabbir Hossain (M.S. Thesis 2026).

·       Menstrual Hygiene Management (MHM) Practices and Health Hazards among Female University Students in Khulna, Bangladesh. By Nusan Tabassum (M.S. Thesis 2026).

·       An Assessment of Knowledge, Attitude and Practice on Menstrual Hygiene Management Among Female University Students in Khulna: Role of Socio-Demographics and Facility Access. By Mobashara Munsi Sony (M.S. Thesis 2026).

·       Unveiling the Public Perceptions of Thalassemia and Hepatitis B: Application of Canonical Correlation Analysis (CCA) and Chi-Square Tests. By Md. Khalilur Rahman
Mohammaed Abrar Jawad Arnob (B.Sc. Project 2025).

·       Non-communicable disease in Bangladeshi women: Finding prevalence and determinants. By Sakib Mghol, Faiza Akter (B.Sc. Project 2025).

·       Sterilization among Bangladeshi women of reproductive-age: A statistical perspective using BDHS 2022 Data. By Md. Tahrim Hossain (M.S. project 2025).

·       Assessing the Influence of Women’s Empowerment on Fertility Preferences in Bangladesh, India, and Pakistan: Insights from Recent Demographic and Health Surveys. By Anamika Chakrabarty (M.S. Thesis 2025).

·       Blind Source Separation for Audio Based on Independent Component Analysis. By Kamrul Hassan (M.S. Thesis 2019).

·       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 attendant 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). 

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