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Sobhana Jahan

Sobhana Jahan

Lecturer

Department of Computer Science and Engineering
Faculty of Science & Technology (FST)

sobhana@bup.edu.bd

BANGLADESH UNIVERSITY OF PROFESSIONALS
Mirpur Cantonment, Dhaka-1216

Biography


Last Updated: 19 Dec 2024

Education
S.S.C, Mohammadpur Preparatory School and College
H.S.C, Holy Cross College
Bachelor of Science (BSc), Bangladesh University of Professionals (BUP)
Master of Science (Tech), Bangladesh University of Professionals (BUP)

Last Updated: 19 Dec 2024

Journal Publication

1.

[1] S. Jahan, F. Nowsheen, M. M. Antik, M. S. Rahman, M. S. Kaiser, A. S.Hosen, and I.-H. Ra, “Ai-based Epileptic Seizure Detection and Prediction in Internet of Healthcare Things: A Systematic Review,” IEEE Access, 2023. DOI:https://doi.org/10.1109/ACCESS.2023.3251105
[2] S. Azad, M. Mahmud, K. Z. Zamli, M. S. Kaiser, S. Jahan, and M. A. Razzaque, “iBust: An Intelligent Behavioural Trust Model for Securing Industrial Cyber-Physical Systems,” Expert Systems with Applications, vol. 238, p. 121676, 2024. https://doi.org/10.1016/j.eswa.2023.121676.
[3] S. Jahan, K. Abu Taher, M. S. Kaiser, M. Mahmud, M. S. Rahman, A. S.Hosen, and I.-H. Ra, “Explainable Ai-based Alzheimer’s Prediction and Management Using Multimodal Data,” Plos one, vol. 18, no. 11, p. e0294253, 2023. https://doi.org/10.1371/journal.pone.0294253.
[4] S. Jahan, M. R. S. Adib, K. A. Taher, and M. S. Rahman, “Towards Digital Twin in Aerospace Industry,” Journal of FST, vol. 1, no. 01, p. 123, 2022.

Last Updated: 19 Dec 2024

Conference Papers

1.

[1] S. Jahan and M. Shamim Kaiser, “An Explainable Alzheimer’s Disease Prediction Using Efficientnet-b7 Convolutional Neural Network Architecture,” in The Fourth Industrial Revolution and Beyond: Select Proceedings of IC4IR+, pp. 737–748, Springer Nature Singapore Singapore, 2023. https://doi.org/10.1007/978-981-19-8032-9_53.
[2] S. Jahan, M. R. Saif Adib, M. Mahmud, and M. S. Kaiser, “Comparison Between Explainable Ai Algorithms for Alzheimer’s Disease Prediction Using Efficientnet Models,” in International Conference on Brain Informatics, pp. 357–368, Springer, 2023. https://doi.org/10.1007/978-3-031-43075-6_31
[3] J. F. Raisa, S. Jahan, and M. S. Kaiser, “A Cyber-Physical Fusion System for Stress Detection Using Multimodal and Social Media Data,” in Proceedings of International Conference on Fourth Industrial Revolution and Beyond 2021, pp. 615–627, Springer Nature Singapore Singapore, 2022. https://doi.org/10.1007/978-981-19-2445-3_43.
[4] R. A. Sobhana Jahan and M. N. H. Shuvo, “An Overview of the Latest Research Efforts in the Recommendation System Field,” in International Conference on Big Data, IoT and Machine Learning (BIM 2021), pp. 73–81. https://confbim.com/Printed_Proceedings/P9.pdf, 2021.
[5] M. N. H. S. Sobhana Jahan, Rushda Alam and S. M. S. Reza, “Pfsrd-cf: Purchase Frequency and Square Root Distance based Item-to-item Collaborative Filtering for Removing Cold Start Problem,” in International Conference on Big Data, IoT and Machine Learning (BIM 2021), pp. 38–47. https://confbim.com/Printed_Proceedings/P5.pdf, 2021.

Last Updated: 19 Dec 2024

Researchs

1. Artificial Intelligence (AI), Machne Learning (ML), and Internet of Things (IOT)

Last Updated: 19 Dec 2024

Awards

1.

Received Best Researcher Award-2023 from BUP.

2. Received Masters Level Research Fellowship from the ICT Division of the Bangladesh Government - 2020-2021.  

Last Updated: 19 Dec 2024

Courses

1. 1. Object Oriented Programming

2. Structured Programming
3. Discrete Mathematics
4. Algorithms 

Last Updated: 19 Dec 2024

S.S.C, Mohammadpur Preparatory School and College
H.S.C, Holy Cross College
Bachelor of Science (BSc), Bangladesh University of Professionals (BUP)
Master of Science (Tech), Bangladesh University of Professionals (BUP)

Last Updated: 19 Dec 2024

1.

[1] S. Jahan, F. Nowsheen, M. M. Antik, M. S. Rahman, M. S. Kaiser, A. S.Hosen, and I.-H. Ra, “Ai-based Epileptic Seizure Detection and Prediction in Internet of Healthcare Things: A Systematic Review,” IEEE Access, 2023. DOI:https://doi.org/10.1109/ACCESS.2023.3251105
[2] S. Azad, M. Mahmud, K. Z. Zamli, M. S. Kaiser, S. Jahan, and M. A. Razzaque, “iBust: An Intelligent Behavioural Trust Model for Securing Industrial Cyber-Physical Systems,” Expert Systems with Applications, vol. 238, p. 121676, 2024. https://doi.org/10.1016/j.eswa.2023.121676.
[3] S. Jahan, K. Abu Taher, M. S. Kaiser, M. Mahmud, M. S. Rahman, A. S.Hosen, and I.-H. Ra, “Explainable Ai-based Alzheimer’s Prediction and Management Using Multimodal Data,” Plos one, vol. 18, no. 11, p. e0294253, 2023. https://doi.org/10.1371/journal.pone.0294253.
[4] S. Jahan, M. R. S. Adib, K. A. Taher, and M. S. Rahman, “Towards Digital Twin in Aerospace Industry,” Journal of FST, vol. 1, no. 01, p. 123, 2022.

Last Updated: 19 Dec 2024

1.

[1] S. Jahan and M. Shamim Kaiser, “An Explainable Alzheimer’s Disease Prediction Using Efficientnet-b7 Convolutional Neural Network Architecture,” in The Fourth Industrial Revolution and Beyond: Select Proceedings of IC4IR+, pp. 737–748, Springer Nature Singapore Singapore, 2023. https://doi.org/10.1007/978-981-19-8032-9_53.
[2] S. Jahan, M. R. Saif Adib, M. Mahmud, and M. S. Kaiser, “Comparison Between Explainable Ai Algorithms for Alzheimer’s Disease Prediction Using Efficientnet Models,” in International Conference on Brain Informatics, pp. 357–368, Springer, 2023. https://doi.org/10.1007/978-3-031-43075-6_31
[3] J. F. Raisa, S. Jahan, and M. S. Kaiser, “A Cyber-Physical Fusion System for Stress Detection Using Multimodal and Social Media Data,” in Proceedings of International Conference on Fourth Industrial Revolution and Beyond 2021, pp. 615–627, Springer Nature Singapore Singapore, 2022. https://doi.org/10.1007/978-981-19-2445-3_43.
[4] R. A. Sobhana Jahan and M. N. H. Shuvo, “An Overview of the Latest Research Efforts in the Recommendation System Field,” in International Conference on Big Data, IoT and Machine Learning (BIM 2021), pp. 73–81. https://confbim.com/Printed_Proceedings/P9.pdf, 2021.
[5] M. N. H. S. Sobhana Jahan, Rushda Alam and S. M. S. Reza, “Pfsrd-cf: Purchase Frequency and Square Root Distance based Item-to-item Collaborative Filtering for Removing Cold Start Problem,” in International Conference on Big Data, IoT and Machine Learning (BIM 2021), pp. 38–47. https://confbim.com/Printed_Proceedings/P5.pdf, 2021.

Last Updated: 19 Dec 2024

Last Updated: 19 Dec 2024

Artificial Intelligence (AI), Machne Learning (ML), and Internet of Things (IOT)

Last Updated: 19 Dec 2024

Received Best Researcher Award-2023 from BUP.
Received Masters Level Research Fellowship from the ICT Division of the Bangladesh Government - 2020-2021.  

Last Updated: 19 Dec 2024

1. Object Oriented Programming
2. Structured Programming
3. Discrete Mathematics
4. Algorithms 

Last Updated: 19 Dec 2024