Research

*** Updated as of September 08, 2025 ***

Journal Article

• Siam, Z.S. et al., A paired CT and MRI dataset for advanced medical imaging applications. Data in Brief (Impact Factor: 1.4, Q3 Journal (Web of Science), CiteScore (Scopus): 2.6), Volume 61, 2025, 111768, ISSN 2352-3409, (2025), Elsevier. DOI: https://doi.org/10.1016/j.dib.2025.111768 

• Siam, Z.S. et al., Improving MRI Resolution: A Cycle Consistent Generative Adversarial Network-Based Approach for 3T to 7T Translation. IEEE Access (Impact Factor: 3.6, Q1 Journal (SCImago), CiteScore (Scopus): 9), vol. 12, pp. 116498-116515, (2024), IEEE. DOI: https://doi.org/10.1109/ACCESS.2024.3430968 Number of Citation: 4

• Mamoon, I.A., Siam, Z.S. et al., A novel dataset of Gupta archer type coins for machine learning-based classification. Data in Brief (Impact Factor: 1.4, Q3 Journal (Web of Science), CiteScore (Scopus): 2.6), Volume 57, 2024, 110934, ISSN 2352-3409, (2024), Elsevier. DOI: https://doi.org/10.1016/j.dib.2024.110934 Number of Citation: 2

• Adnan, M.S.G. †, Siam, Z.S., Kabir, I., Kabir, Z., Ahmed M.R., Hassan, Q.K., Rahman, R.M., and Dewan, A., A novel framework for addressing uncertainties in machine learning-based geospatial approaches for flood prediction. Journal of Environmental Management (Impact Factor: 8.4, Q1 Journal (Web of Science), CiteScore (Scopus): 14.4), (2022), Elsevier. DOI:  https://doi.org/10.1016/j.jenvman.2022.116813 Number of Citation: 69

• Siam, Z.S., Hasan, R.T., Anik, S.S., Noor, F., Adnan, M.S.G. †, Rahman, R.M., and Dewan, A., National-scale flood risk assessment using GIS and remote sensing-based hybridized deep neural network and fuzzy analytic hierarchy process models: a case of Bangladesh. Geocarto International (Impact Factor: 3.3, Q1 Journal (SCImago), CiteScore (Scopus): 6.3), (2022), Taylor & Francis. DOI: https://doi.org/10.1080/10106049.2022.2063411 Number of Citation: 44

• Noor, F., Haq, S., Rakib, M., Ahmed, T., Jamal, Z., Siam, Z.S., Hasan, R.T., Adnan, M.S.G. †, Dewan, A., and Rahman, R.M., Water Level Forecasting Using Spatiotemporal Attention-Based Long Short-Term Memory Network. Water (Impact Factor: 3.0, Q1 Journal (SCImago), CiteScore (Scopus): 6), 14:4 (2022), MDPI. DOI: https://doi.org/10.3390/w14040612 Number of Citation: 60

• Siam, Z.S., Hasan, R.T., Ahamed, H., Youme S.K., Anik, S.S., Alita, S.I., and Rahman, R.M. †, Integration of fuzzy logic in the SEIRD compartmental model for the analysis of intervention and transmission heterogeneity on SARS-CoV-2 transmission dynamics. International Journal of Modern Physics C (Impact Factor: 1.6, Q2 Journal (Web of Science), CiteScore (Scopus): 3.5), (2022), World Scientific. DOI:  https://doi.org/10.1142/S0129183122500917  

• Siam, Z.S., Hasan, R.T., Ahamed, H., Youme S.K., Anik, S.S., Alita, S.I., and Rahman, R.M. †, A Theoretical Linguistic Fuzzy Rule-Based Compartmental Modeling for the COVID-19 Pandemic. International Journal of Fuzzy System Applications (Q3 Journal, SCImago), 11:1 (2022), IGI Global. DOI: https://doi.org/10.4018/IJFSA.285553 Number of Citation: 1

• Siam, Z.S., Hasan, R.T., and Rahman, R.M. †, Effects of Label Noise on Regression Performances and Model Complexities for Hybridized Machine Learning Based Spatial Flood Susceptibility Modelling. Cybernetics and Systems (Impact Factor: 1.1, Q3 Journal (Web of Science), CiteScore (Scopus): 4.3), (2021), Taylor & Francis. DOI: https://doi.org/10.1080/01969722.2021.1988446 Number of Citation: 6

• Siam, Z.S., Arifuzzaman, M., Ahmed M.S., Khan F.A., Rashid, M.H., and Islam, M.S. †, Dynamics of COVID-19 transmission in Dhaka and Chittagong: Two business hubs of Bangladesh. Clinical Epidemiology and Global Health (Impact Factor: 1.7, Q2 Journal (SCImago), CiteScore (Scopus): 4.6), 10 (2021), Elsevier. DOI: https://doi.org/10.1016/j.cegh.2020.100684 Number of Citation: 27

• Arifuzzaman, M., Siam, Z.S., Rashid, M.H., and Islam, M.S. †, No lockdown policy for COVID-19 epidemic in Bangladesh: Good, bad or ugly? International Journal of Modern Physics C (Impact Factor: 1.6, Q2 Journal (Web of Science), CiteScore (Scopus): 3.5), 32:5 (2021), World Scientific. DOI: https://doi.org/10.1142/S0129183121500625 Number of Citation: 7

Book Chapter

• Adnan, M.S.G. †, Siam, Z.S., Chakma, S., Rahman, R.M., and Dewan, A., Chapter fourteen - Landslide susceptibility mapping using machine-learning algorithms and earth observation data, Editor(s): Ionut sandric, Viorel Ilinca, Zenaida Chitu, In Earth Observation, Earth Observation Applications to Landslide Mapping, Monitoring and Modeling, Elsevier, 2025, Pages 313-333, ISBN 9780128238684, DOI: https://doi.org/10.1016/B978-0-12-823868-4.00015-5 Number of Citation: 1

• Podder, K.K., Alam, M.K., Siam, Z.S. et al., Deep Learning-Based Conjunctival Melanoma Detection Using Ocular Surface Images. In: Roy, S.S., Hsu, CH., Kagita, V. (eds) Deep Learning Applications in Image Analysis. Studies in Big Data, vol 129. Springer, Singapore. (2023). DOI: https://doi.org/10.1007/978-981-99-3784-4_6

• Siam, Z.S., Hasan, R.T., Anik, S.S., Noor, F., Adnan, M.S.G. and Rahman, R.M. †, Study of Hybridized Support Vector Regression Based Flood Susceptibility Mapping for Bangladesh. In: Fujita, H., Selamat, A., Lin, J.CW., Ali, M. (eds) Advances and Trends in Artificial Intelligence. From Theory to Practice. IEA/AIE 2021. Lecture Notes in Computer Science, vol 12799. Springer, Cham. (2021). DOI: https://doi.org/10.1007/978-3-030-79463-7_6 Number of Citation: 24 

• Siam, Z.S., Hasan, R.T., Anik, S.S., Dev, A., Alita, S.I., Rahaman, M., and Rahman, R.M. †, Study of Machine Learning Techniques on Accident Data. In: Hernes, M., Wojtkiewicz, K., Szczerbicki, E. (eds) Advances in Computational Collective Intelligence. ICCCI 2020. Communications in Computer and Information Science, vol 1287. Springer, Cham. (2020). DOI: https://doi.org/10.1007/978-3-030-63119-2_3 Number of Citation: 9

Conference Proceeding

• Siam, Z.S. †, Hasan, R.T., Karal, M.A.S., Masud, M.A., and Mahbub, Z.B., Analysis of Continuous Motor Nerve Conduction Velocity Distribution from Compound Muscle Action Potential. 11th International Conference on Electrical and Computer Engineering (ICECE). (2020). DOI:  https://doi.org/10.1109/ICECE51571.2020.9393039

Extended Abstract

• Siam, Z.S., Hasan, R.T., Masud, M.A., and Mahbub, Z.B., Prediction and Analysis of Nerve Fiber Diameter Distribution using Single Fiber Action Potential Model: An approach to analyze the nerve conduction using inverse problem, International Conference on Physics in Medicine. (2020)

Peer Review Activities

• Conferences / Program Committees

  • Program Committee (Reviewer), AAAI Conference on Artificial Intelligence (AAAI-26); 4 manuscript reviews submitted September 2025.

• Journals

  • Reviewer, PLOS One (Impact Factor: 2.6, Q1 Journal (SCImago), CiteScore (Scopus): 5.4), [September 2025]

  • Reviewer, Geomatica (Q2 Journal (SCImago), CiteScore (Scopus): 1.2), [September 2025]

  • Reviewer, Geomatica (Q2 Journal (SCImago), CiteScore (Scopus): 1.2), [August 2025]

  • Reviewer, Geomatica (Q2 Journal (SCImago), CiteScore (Scopus): 1.2), [July 2025]

  • Reviewer, PLOS One (Impact Factor: 2.6, Q1 Journal (SCImago), CiteScore (Scopus): 5.4), [March 2025]

  • Reviewer, IEEE Transactions on Neural Networks and Learning Systems (Impact Factor: 8.9, Q1 Journal (Web of Science), CiteScore (Scopus): 24.7), [March 2025]

  • Reviewer, IEEE Transactions on Neural Networks and Learning Systems (Impact Factor: 8.9, Q1 Journal (Web of Science), CiteScore (Scopus): 24.7), [December 2024]

  • Reviewer, Biomedical Signal Processing and Control (Impact Factor: 4.9, Q1 Journal (SCImago), CiteScore (Scopus): 11.5), [July 2023]

Student Thesis & Capstone Supervision

• CSE484 Senior Project I – “A Paired CT/MRI Dataset for Advanced Medical Imaging Applications.” Supervised three B.Sc. candidates through project proposal, data collection protocol, and interim report (Semester 1 2024, Presidency University).

• CSE486 Senior Project III – “Flappy Space: An Accessible Educational Game for Children with Special Needs.” Sole supervisor for a B.Sc. candidate; thesis completed June 2024.

Peer-Reviewed Student Presentations (Supervisor)

• Feature Extraction and Analysis of Gupta Archer-Type Numismatics Using Segment Anything Model. Workshop on International Conference on Bangabandhu and Digital Bangladesh 2023 (WICBBDB), UIU, Dhaka, Aug 2023. (Faculty supervisor).

• Brain Lesion Segmentation from Aligned Cranial CT and MRI Using Segment Anything Model. WICBBDB 2023, UIU, Dhaka, Aug 2023. (Faculty supervisor).

Professional Service

• Student Organizer (Webmaster), AI Virtual Cells and Instruments: A New Era in Drug Discovery and Development (AI4D3-2025), Workshop at NeurIPS 2025, San Diego Convention Center, California, USA. (December 2025). Responsibilities include managing the official website, coordinating workshop updates, and assisting with virtual logistics. 

Workshop website: https://ai4d3.github.io/2025/

Seminar Talk

• Siam, Z.S., Quantum Linear Bandits, Machine Learning Reading Group, University at Albany, State University of New York, October 2024

• Siam, Z.S., Exploring Machine Learning & Artificial Intelligence: Current Innovations and Their Transformative Effects, Department of Computer Science and Engineering, Presidency University, December 2023

• Siam, Z.S., Medical Image Synthesis using CycleGAN, Urology and Transplantation Foundation of Bangladesh, September 2023

• Siam, Z.S., National-scale flood risk assessment using GIS and remote sensing-based hybridized deep neural network and fuzzy analytic hierarchy process models: a case of Bangladesh, Department of Computer Science and Engineering, Presidency University, November 2022

• Siam, Z.S., Study of Machine Learning Techniques on Accident Data. Department of Electrical and Computer Engineering, North South University, October 2020

Research Posters

• Siam, Z.S., Hasan, R.T., Karal, M.A.S., Masud, M.A., and Mahbub, Z.B., A Metaheuristic Based Approach for Predicting Motor Nerve Conduction Velocity Distribution from Compound Muscle Action Potential. International Conference on Physics - 2022 

• Siam, Z.S., Hasan, R.T., Sharmin, S., Masud, M.A., and Mahbub, Z.B., Estimation of Motor Nerve Conduction Velocity Distribution: A Frequency Domain Approach. Society for Mathematical Biology (SMB) 2021

• Hasan, R.T., Siam, Z.S., Karal, M.A.S., Masud, M.A., and Mahbub, Z.B., Estimation of Motor Nerve Conduction Velocity Distribution: A Continuous Approach. Society for Mathematical Biology (SMB) 2021

• Siam, Z.S., and Hasan, R.T., COVID-19 transmission modeling: The impact of lockdown in Bangladesh. International Poster Presentation Competition (IPPC) 2020, organized by NYAB, INYAS, SLAYS and TYSA. It was awarded the “Certificate of Merit” for outstanding poster.