Note: The copyrights for these publications are held by the journals in which they were originally published. Please act accordingly.

Journals

  • S M Hasan Mahmud, Wenyu Chen, Yongsheng Liu, Md Abdul Awal, Kawsar Ahmed, Md Habibur Rahman, Mohammad Ali Moni "PreDTIs: prediction of drug{target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques" Briefings in Bioinformatics, 2021 [IF: 11.622; SCI] Published.

  • S. M. H. Mahmud, W. Chen, H. Jahan, Y. Liu, S. M. M. Hasan "deepACTION: A Deep Learning-Based method for Predicting novel Drug-target Interactions", Analytical Biochemistry, Vol 610, 2020, 113978 [IF: 3.365; SCI] Published.

  • S M Hasan Mahmud, Wenyu Chen, Yongsheng Liu, Md Abdul Awal, Kawsar Ahmed, Md Habibur Rah- man, Mohammad Ali Moni"Bioinformatics and system biology approach to identify the in uences of SARS-CoV-2 infections to idiopathic pulmonary brosis and chronic obstructive pulmonary disease patients" Briefings in Bioinformatics, 2021 [IF: 11.622; SCI] Published.

  • S. M. H. Mahmud, W. Chen, H. Jahan, Y. Liu "Dimensionality reduction based multi-kernel framework for drug-target interaction prediction", Chemometrics and Intelligent Laboratory Systems, 212, 2021 [IF: 3.491; SCI] Published.

  • S. M. H. Mahmud, W. Chen, H. Meng, H. Jahan, Y. Liu, S. M. M. Hasan "Prediction of Drug-Target Inter- action Based on Protein Features Using Undersampling and Feature Selection Techniques with Boosting", Analytical Biochemistry, Vol. 589, January 2020 [IF: 3.365; SCI] Published.

  • Tasnimul Alam Taz, Kawsar Ahmed, Bikash Kumar Paul, Md Kawsar, Nargis Aktar, S M Hasan Mah- mud, Mohammad Ali Moni "Network-based identification genetic e ect of SARS-CoV-2 infections to Idiopathic pulmonary fibrosis (IPF) patients", Briefings in Bioinformatics,, Volume 22, Issue 2, March 2021, Pages 1254-1266 [IF: 11.662; SCI] Published.

  • S. M. H. Mahmud, W. Chen, H. Jahan, Y. Liu, N. I. Sujan and S. Ahmed "iDTi-CSsmoteB: Identification of Drug-Target Interaction Based on Drug Chemical Structure and Protein Sequence Using XGBoost With Over- Sampling Technique SMOTE", IEEE Access, Vol. 7, PP-48699-48714, 2019 [IF: 3.367; SCI, EI] Published.

  • M. A. Awal, M. Masud, M. S. Hossain, A. A. -M. Bulbul, S. M. H. Mahmud and A. K. Bairagi "A Bayesian optimization-based machine learning framework for COVID-19 detection from inpatient's facility data," IEEE Access,, vol. 9, pp. 10263-10281, 2021, [IF: 3.367; SCI] Published.

  • T. Taz, K. Ahmed, B. K. Paul, M. Kawsar, N. Aktar,S. M. H. Mahmud, M. A. Moni "Identification of Biomarkers and Pathways for the SARSCoV-2 infections that Make Complexities in Pulmonary arterial hyper-tension (PAH) patients, Briefings in Bioinformatics [IF: 11.662; SCI] Published.

  • M. A. Mustanjid, S. M. H. Mahmud, M. R. I. Royel, M. H. Rahman, T. Islam, M. R. Rahman, M. A. Moni "Detection of molecular signatures and pathways shared in in ammatory bowel disease and colorectal cancer: A bioinformatics and Systems Biology Approach" Genomics,, Vol. 112, Issue 5, Pages 3416-3426, September 2020 [IF: 6.205; SCI] Published.

  • Y. Liu, W. Chen, H. Qu, S. M. H. Mahmud,K. Miao "Weakly supervised image classi cation and pointwise localization with graph convolutional networks", Pattern Recognition, Vol. 109, [IF: 7.196; SCI] Published.

  • Y. Liu, W. Chen, H. Qu, S. M. H. Mahmud,K. Miao "Spatial division networks for weakly supervised detection", Neural Computing and Applications, 2020 [IF: 5.606; SCI] Published.

  • Y. Liu, W. Chen, H. Qu, S. M. H. Mahmud "An Ecient Deep Learning Model to Infer User Demographic Information From Ratings", IEEE Access, Vol. 7,pp. 53125-53135, 2019 [IF:3.367; SCI] Published .

  • H. Jahan, Z. Feng, S. M. H. Mahmud,P.Dong "Version speci c test case prioritization approach based on artificial neural network", Journal of Intelligent Fuzzy Systems , vol. 36, no. 6, pp. 6181-6194, 2019 [IF: 1.7; SCI] Published.

  • H. Jahan, Z. Feng, S. M. H. Mahmud "Risk based Test Case Prioritization by Correlating System Methods and Their Associated Risks" Arabian Journal for Science and Engineering, vol. 45, pp. 6125-6138, 2020 [IF: 1.71; SCI] Published.

  • H. Jahan,S. M. H. Mahmud, M.A. Hossin, S.R.H. Noori, "CPN-based Test Case Generation Approach for Testing BPEL-based Web Services Composition" Journal of Engineering and Applied Sciences, Vol.13, 2019 Published.

  • R. Hossain ,S. M. H. Mahmud, M.A. Hossin, S.R.H. Noori, "PRMT: Predicting Risk Factor for Obesity among Middle-Aged People Using Data Mining Techniques" Procedia Computer Science, Vol. 132, pp. 1068-1076, 2018 Published.

  • S. M. H. Mahmud, M.A. Hossin, H. Jahan, S.R.H. Noori, "CSV2RDF: Generating RDF data from CSV datasets Using Semantic Web Technologie" Journal of Theoretical and Applied Information Technology, Vol. 96, No.20, 2018 Published.

  • S. M. H. Mahmud, M.F. Rabbi, K.N.Guy-Fernand, "An Agent-Based Search Engine Architecture for Open Government Datasets Search" Communications on Applied Electronics (CAE), Vol. 4, Issue. 7, pp. 21-25, 2016 Published.

  • M. F. Elahe S. M. H. Mahmud, "Efficiency of scrum the most widely adopted method for agile software development" IOSR Journal of Computer Engineering (IOSR-JCE), Vol. 16, Issue. 6, pp. 70-73, 2014 Published.

Conference Papers

  • Y. Liu, W. Chen, S. M. H. Mahmud, H. Qu at al "Mutual Constraint Learning for Weakly Supervised Object Detection" IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE),p. 534- 541, alian, China, 2019 Published

  • M.R.Hasan, S. M. H. Mahmud, X. Y. Li "Face Anti-Spoo ng Using Texture-Based Techniques and Filtering Methods", Journal of Physics: Conference Series, Vol. 1229, 2019 Published.

  • S. M. H. Mahmud, M.A.Hossin, M.R.Hasan, H.Jahan, S.R.H.Noori, M.R. Ahmed "Publishing CSV Data as Linked Data on the Web", Proceedings of ICETIT 2019. Lecture Notes in Electrical Engineering, vol 605. Springer, Cham Published.

  • S. M. H. Mahmud, M.A. Hossin, M. R. Ahmed, S.R.H. Noori, M. N. I. Sarkar "Machine Learning Based Uni ed Framework for Diabetes Prediction", International Conference on Big Data Engineering and Technology (BDET 2018),Chengdu, China Published.

  • M. R. Ahmed, S. M. H. Mahmud, M.A. Hossin, H. jahan, S.R.H. Noorir "A Cloud Based Four-Tier Architecture for Early Detection of Heart Diseases using Machine Learning Algorithms", 4th IEEE International Conference on Computer and Communications (ICCC 2018),, Chengdu, China.Published.

  • M. S. Rana, M.A. Hossin S. M. H. Mahmud, H. jahan, A. K. M. Z. Satter, T. Bhuiyan "MinFinder: A New Approach in Sorting Algorithm" Procedia Computer Science , Volume 154, 2019, Pages 130-136.Published.

  • S. M. H. Mahmud, M.A. Hossin, H. Jahan, S.R.H. Noorir, T. Bhuiyan "CSV-ANNOTATE: Generate Annotated Tables from CSV File", International Conference on Artificial Intelligence and Big Data (ICAIBD 2018), Chengdu, China. Published.

  • M. A. Kabir, M. A. Hossin, S. M. H. Mahmud, .R.H. Noorir, T. Bhuiyan "Usability Evaluation of Mobile Applications: An Empirical Analysis of Supply Chain Management Systems", 4th IEEE International Conference on Computer and Communications (ICCC),, Chengdu, China. Published.

  • M. S. Rana, M. A. Hossin, S. M. H. Mahmud, H. Jahan, M. A. Hossen "A New Method to Handle Facebook Users in the Distributed Database System", 2018 IEEE 9th International Conference on Software Engineering and Service Science (ICSESS),Beijing, China, 2018, pp. 1050-1053. Published.

  • S. M. H. Mahmud, M. A. Kabir, O. M. A. Salem, K.N. G. Fernand "The Comparative Analysis of Online Shopping Information Platform's Security Based on Customer Satisfaction" IEEE International Conference on Computer Science and Network Technology,, December 2016. Published.

  • M. K. Roy, P. K. Paul, S. R. H. Noori and S. M. H. Mahmud"Sux Based Automated Parts of Speech Tagging for Bangla Language", 2019 International Conference on Electrical, Computer and Communication En- gineering (ECCE),, Cox's Bazar, Bangladesh, 2019, pp. 1-5, Published.

  • M. F. Sohan, M. I. Jabiullah, S. S. M. M. Rahman and S. M. H. Mahmud"Assessing the E ect of Imbal- anced Learning on Cross-project Software Defect Prediction", 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT),Kanpur, India, 2019, pp. 1-6. Published.

  • Sohan M.F., Kabir M.A., Rahman M., S. M. H. Mahmud,Bhuiyan T. "Training Data Selection Using Ensemble Dataset Approach for Software Defect Prediction", Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,, vol 325. Springer, Cham. Published.

  • Hossen M.A. et al. "Hybrid Sampling and Random Forest Based Machine Learning Approach for Software Defect Prediction" In: Kasruddin Nasir A. et al. (eds) InECCE2019. Lecture Notes in Electrical Engineering,, vol 632. Springer, Singapore. Published.