*** Updated as of December 11, 2024 ***
Journal Article
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: 3.4, Q1 Journal (SCImago), CiteScore (Scopus): 9.8), vol. 12, pp. 116498-116515, (2024), IEEE. DOI: https://doi.org/10.1109/ACCESS.2024.3430968
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: 1.0, Q3 Journal (Web of Science), CiteScore (Scopus): 3.1), Volume 57, 2024, 110934, ISSN 2352-3409, (2024), Elsevier. DOI: https://doi.org/10.1016/j.dib.2024.110934
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: 8.0, Q1 Journal (Web of Science), CiteScore (Scopus): 13.7), (2022), Elsevier. DOI: https://doi.org/10.1016/j.jenvman.2022.116813 Number of Citation: 36
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: 28
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): 5.8), 14:4 (2022), MDPI. DOI: https://doi.org/10.3390/w14040612 Number of Citation: 45
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: 1.5, Q2 Journal (Web of Science), CiteScore (Scopus): 3.0), (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
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: 5
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: 2.3, Q2 Journal (Web of Science), CiteScore (Scopus): 4.6), 10 (2021), Elsevier. DOI: https://doi.org/10.1016/j.cegh.2020.100684 Number of Citation: 24
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: 1.5, Q2 Journal (Web of Science), CiteScore (Scopus): 3.0), 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
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: 23
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: 8
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
Reviewer, IEEE Transactions on Neural Networks and Learning Systems (Impact Factor: 10.2, Q1 Journal (Web of Science), CiteScore (Scopus): 23.8), [December 2024]
Reviewer, Biomedical Signal Processing and Control (Impact Factor: 4.9, Q1 Journal (Web of Science), CiteScore (Scopus): 9.8), [July 2023]
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.