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Publications: Department of Mathematics and Data Science

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Journal Article

Ahmed, M. R., Joydhar, B., Andallah, L. S., Biswas, P., & Ferdous, J. (2025). "Numerical simulation of multilane traffic flow model based on exponential velocity-density function". Partial Differential Equations in Applied Mathematics, 16, 101323. DOI: https://doi.org/10.1016/j.padiff.2025.101323 (Q1, CiteScore: 5.9, SJR: 0.702).

Conference Presentations
  1. Joydhar, B., Ahmed, M. R., & Andallah, M. L. S. (2025). Traffic dynamics: A fluid mechanical perspective using mass and momentum equations .1st International Conference on Science and Humanities for Sustainable Development (ICSHSD- 2025), Dhaka University of Engineering & Technology (DUET), Gazipur, Bangladesh, October 23-24.
  2. Joydhar, B., Ahmed, M. R., & Andallah, M. L. S. (2025). Numerical simulation and stability analysis of the Payne-Whitham traffic flow model: A comparison with the LWR model. 24th International Mathematics Conference, University of Chittagong, Chittagong, Bangladesh, December 18-19.
Conference workshop/poster

Joydhar, B., Andallah, M. L. S., & Ahmed, M. R. (2024, December 10–11). Traffic flow simulation by using fluid dynamic mass and momentum equation models (Poster presentation). International Workshop on Advances in Mathematical Modeling and Analysis (IWAMMA 2024), Department of Mathematics, Jahangirnagar University, Savar, Dhaka, Bangladesh.

Conference Presentations

Sumaiya Akter, Mahtab U. Ahmmed.: Mathematical modeling of the Impact of Periodic Permeability on Nanoparticle Filtration in Lung Tissue ‘24th International Mathematics Conference - 2025’, Paper ID: 24IMC-188, December 18–19, 2025.

Sumaiya Akter, Mahtab U. Ahmmed.: Impact of Periodic Permeability on Airflow and Nanoparticles Deposition in Porous Lung Tissue, ‘3rd International Conference On Mathematical Analysis and Application in Modelling (ICMAAM-2024)’, 05-07 December 2024.

Conference workshop

Sumaiya Akter, Mahtab U. Ahmmed.: Computational Analysis of Airflow and Nanoparticle Dynamics in a Human Lung Model, ‘International Workshop on Advances in Mathematical Modeling and Analysis (IWAMMA2024)’, 10-11 December 2024

Conference Proceedings
  1. Shazid, M. A. I., Rahman, MS (2025), “On the Development and Validation of Risk Prediction Models in Clustered Binary Data,” paper presented at International Conference on Applied Statistics and Data Science (ICASDS) 2025, Dhaka, Bangladesh
Conference Paper

Saha, S., Haque, M. F., Nahar, S., Kamal, K. M. S., & Reza, A. W. COVID-19 Detection Using VGG16: Enhancing Robustness and Interpretability with Adversarial Attack Analysis and Explainable AI. In Satu, M. S., Arefin, M. S., Lio', P., & Kaiser, M. S. (Eds.), Proceedings of the 2nd International Conference on Machine Intelligence and Emerging Technologies (MIET 2024). Lecture Notes in Networks and Systems. Springer Nature, Singapore, 2025. https://doi.org/10.1007/978-981-96-2721-9_12

Book Chapter

Saha, S., & Rana, S. Explainable AI in Healthcare: Clinical Decision Support and Diagnostic Systems. In Explainable AI in Critical Domains: From Theory to Trusted Applications (Chapter 7). Nova Science Publishers. Accepted for publication (In press), 2026.

Journal
  1. Saha, S. (Corresponding Author), Rana, S., Reza, A. W., & Amin, M. R. Unmasking Adversarial Attacks Using a Robust XAI-Driven Approach for Secure Medical Image Classification. Scientific Reports (Q1, Nature Portfolio). (2026). DOI: 10.1038/s41598-026-61357-1
  2. Saha, S. (Corresponding Author), Rana, S. Heterogeneous wealth-related differences in modern contraceptive use in Bangladesh: a machine learning-based g-computation analysis of the DHS 2022 cross-sectional survey. Journal of Health, Population and Nutrition (Q1, Springer Nature), 2026. DOI: 10.1186/s41043-026-01371-1  
H. Rahman, A. Fyroz, M. R. Hossain and T. Ferdous, (2019) "Structural and Electronic Properties of B8, VB8, CRB8, and MNB8 Nanoclusters: A DFT study," 2019 4th International Conference on Electrical Information and Communication Technology (EICT), Khulna,
H. Rahman, A. Fyroz, M. R. Hossain and T. Ferdous (2019) “First principle investigation of pristine and TM adsorbed B6 nanocluster: A comparative DFT study,” 2nd International Conference on Innovation in Engineering and Technology (ICIET), Dhaka, Banglade
H. Rahman, A. Fyroz, M. R. Hossain and T. Ferdous (2019) “Structural, Electronic and Optical Properties of Pristine and Doped B16 Nanocluster: A DFT Study,” 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Raj
H. Rahman, A. Fyroz, M. R. Hossain and T. Ferdous (2020) “Structural, optical and magnetic properties of B8, FeB8, CoB8, NiB8 nanoclusters: A DFT study,” 2020 IEEE Region 10 Symposium (TENSYMP), 5 – 7 June 2020, Dhaka, Bangladesh, IEEE Xplore, pp. 1539-1
Journal Article

Akash Mollah Santo, Md. Morshed Alam Sagor, Md. Shahidul Islam, and K.M. Ariful Kabir, “Comprehensive dengue management incorporating vaccination and behavioral dynamics in an SVEIR–SEI epidemiological framework,” Nonlinear Science, vol. 7, article 100145, 2026. DOI: https://doi.org/10.1016/j.nls.2026.100145

Conference Presentations

Akash Mollah Santo, Md. Morshed Alam Sagor, Md. Shahidul Islam, and K.M. Ariful Kabir, "Vector Model for Dengue Transmission Dynamics Embedding Vaccination Strategies." 24th International Mathematics Conference, University of Chittagong, Bangladesh, 18-19 December, 2025.

Peer-Review Journals
  1. Md Tariqul Islam, Pintu Chandra Shill, Md Sadiq Iqbal, "Comparative Analysis and Ensemble Optimization of CNN Architectures for MRI-Based Brain Tumor Diagnosis", International Journal of Image, Graphics and Signal Processing (IJIGSP), Vol.18, No.3, pp. 167-188, 2026. DOI:10.5815/ijigsp.2026.03.09 
  2. Islam, M.T., Hasib, K.M., Rahman, M.M. et al. Convolutional Auto-Encoder and Independent Component Analysis Based Automatic Place Recognition for Moving Robot in Invariant Season   Condition. Hum-Cent Intell Syst (2022). https://doi.org/10.1007/s44230-022-00013-z  
  3.  Tariqul Islam, Sheikh Rabiul Islam, Mahbubur Rahman, "Learning Condition-Invariant Scene Representations for Place Recognition across the Seasons Using Auto-Encoder and ICA", Journal of Electrical and Computer Engineering, vol. 2022, Article ID 6284158, 17 pages, 2022. https://doi.org/10.1155/2022/6284158.  
  4.  M. T. Islam, Sheikh Md. Rabiul Islam,” A New Image Quality Index and its Application on MRI Image”, International Journal of Image, Graphics and Signal Processing (IJIGSP), Vol.13, No.4, pp. 14- 32, 2021.DOI:10.5815/ijigsp.2021.04.02
Conference Papers
  1. M. T. Islam, Tusher, A.N. (2022). Automatic Detection of Grape, Potato and Strawberry Leaf Diseases Using CNN and Image Processing. In: Nanda, P., Verma, V.K., Srivastava, S., Gupta, R.K., Mazumdar,   A.P. (eds) Data Engineering for Smart Systems. Lecture Notes in Networks and Systems, vol 238. Springer, Singapore. https://doi.org/10.1007/978-981-16-2641-820 [Springer] 
  2.  S. M. R. Islam, M. T. Islam and X. Huang,” A new approach of image quality index,” 2017 4th International Conference on Advances in Electrical Engineering (ICAEE), 2017, pp. 223-228, doi: 10.1109/ICAEE.2017.8255357. [IEEE Xplore]   
  3. S. Deb, S. M. R. Islam, J. Robaiat Mou and M. T. Islam,” Design and implementation of low cost ECG monitoring system for the patient using smart device,” 2017 International Conference on Electrical,   Computer   and   Communication   Engineering   10.1109/ECACE.2017.7913007. [IEEE Xplore]   
  4. A. N. Tusher, S. Islam, M. T. Islam, S. R. Sammy, M. S. Rahman and M. S. Sadik, "User Perspective Bangla Sentiment Analysis for Online Gaming Addiction using Machine Learning," 2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), 2022, pp. 538-543, doi: 10.1109/ISMAC55078.2022.9987343. 
  5. A. N. Tusher, M. S. Sadik and M. T. Islam, "Early Brain Stroke Prediction Using Machine Learning," 2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART), Moradabad, India, 2022, pp. 1280-1284, doi: 10.1109/SMART55829.2022.10046889. [IEEE Xplore]. 
  6. Tusher, A.N., Islam, M.T., Sammy, M.S.R., Hasna, S.A., Chakraborty, N.R. (2022). Automatic Recognition of Plant Leaf Diseases Using Deep Learning (Multilayer CNN) and Image Processing. In: Chen, J.IZ., Tavares, J.M.R.S., Shi, F. (eds) Third International Conference on Image Processing and Capsule Networks. ICIPCN 2022. Lecture Notes in Networks and Systems, vol 514. Springer, Cham. https://doi.org/10.1007/978-3-031-12413-611 [Springer] 
  7. N. Tusher, A. Anjum, M. T. Islam, S. Das, S. Rezowana Sammy and G. Hossain, "Automated Phrasal Verb and Key-Phrase Checking with LSTM-Based Attention Mechanism," 2023 3rd International   Conference on Computing and Information Technology (ICCIT), Tabuk, Saudi Arabia, 2023, pp. 285- 290, doi: 10.1109/ICCIT58132.2023.10273937. [IEEE Explore]   
  8. N. Tusher, M. S. R. Sammy, M. L. H. Moeen, S. Deb, M. T. Islam and M. S. Sadik, "Deep Learning Based Zucchini Leaf Diseases Detection: A Commercial Agriculture Development in Bangladesh," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023, pp. 1-7, doi: 10.1109/ICCCNT56998.2023.10307021. [IEEE Explore] 
  9. Tusher, A.N., Islam, M.T., Sammy, M.S.R., Sadik, M.S., Hasna, S.A., Hossain, G. (2024). Automatic Sentence Classification: A Crucial Component of Sentiment Analysis. In: Jacob, I.J., Piramuthu, S.,   Falkowski-Gilski, P. (eds) Data Intelligence and Cognitive Informatics. ICDICI 2023. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-99-7962-2_1 [Springer]

Department of Mathematical & Physical Sciences