Jannatun Noor - Research and Publications

Research Interest: Cloud Computing and Distributed Systems, Deep Learning, Human-Computer Interaction, Network Security, Video and Image processing, Multimedia communication, Software Engineering, Data Mining, Big Data Analytics, Internet of Things (IoT), etc.

[C2SG Research Group][Google Scholar] [Research gate][Research Topic Idea]

Year 2025:

[J25] Islam, M. F., Reza, M. T., Manab, M. A., Zabeen, S., Islam, M. F.-U., Shahriar, M. F., Kaykobad, M., Husna, M. G. Z. A., & Noor, J. (2025). Involution-based efficient autoencoder for denoising histopathological images with enhanced hybrid feature extraction. Computers in Biology and Medicine, 192, 110174. https://doi.org/10.1016/j.compbiomed.2025.110174. [Q1, IF - 7.0]
[J24] Karmaker, S., Oishi, M., Fardouse, E., Qasem, A., Sami, S. B. S., & Noor, J. (2025). Exploring influential factors of consumer purchase behavior on the adoption of digital payment apps in Bangladesh., Computers in human behavior reports. [Q1, IF - 4.8] [PDF]
[J23] Islam et al. "Involution Fused Convolution for Classifying Eye-Tracking Patterns of Children with Autism Spectrum Disorder”, Engineering Applications of Artificial Intelligence. [Q1, IF - 7.5] [PDF]
[J22] Noor, J., Upoma, R. I., Sakif, M. S. I., & Al Islam, A. A. (2025). “Towards benchmarking erasure coding schemes in object storage system: A systematic review.” Future Generation Computer Systems, 107522. [Q1, IF - 6.2] [PDF]
[J21] Hosain, M. A., Chellappan, S., & Noor, J. (2025). “Performance evaluation of file operations using Mutagen.” High-Confidence Computing, 100282. [Q2, IF - 3.2] [PDF]
[J20] Sen, S. K., Apurba, M. S. A., Mrittika, A. P., Anwar, M. T., Al Islam, A. B. M. A., & Noor, J. (2025). “Unveiling shadows: A data-driven insight on depression among Bangladeshi university students.” Heliyon, 11(1). [Q1, IF - 3.4] [PDF]

[C34] Rofi, I. B., Eshita, M. M., Chakma, A., Ahmed, M. S., Haque, S. M. T., & Noor, J. (2025). “The Good, The Bad and The Ugly: The Opportunities, Challenges and the Mitigation Strategies of the Young Indigenous Social Media Users of the Chittagong Hill Tracts in Bangladesh.” Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI2025). Association for Computing Machinery. [A*] [PDF]

Year 2024:

[J19] Noor, J., Sakif, M. S. I., Mondal, J. J., Uday, M. R. A., Ratul, R. H., Chellappan, S., & Al Islam, A. A. (2024). “Sherlock in OSS: A Novel Approach of Content-Based Searching in Object Storage System.” IEEE Access, 12, 69456–69474. [Q1, IF - 3.9] [PDF]
[J18] Fazal, M. A., Zafreen, Z., Sajin, M. H., Maisha, U. A., Salem, M. S., & Noor, J. (2024). “Laser-based imaging approach for nocturnal vessel detection in rivers.” Scientific Reports, 14(1), 31196. [Q1, IF - 4.6] [PDF]
[J17] Noor, J., Faysal, M. D. B., Amin, M. D. S., Tabassum, B., Khan, T. R., & Rahman, T. (2024). “Kubernetes application performance benchmarking on heterogeneous CPU architecture: An experimental review.” High-Confidence Computing, 100276.[Q2, IF - 3.2] [PDF]
[J16] Puja, S. S., Neha, N. N., Alif, O. R., Sultan, T. J., Husna, M. G. Z. A., Jahan, I., & Noor, J. (2024). “Exploring the barriers to feminine healthcare access among marginalized women in Bangladesh and facilitating access through a voice bot.” Heliyon, 10(14). [Q1, IF - 3.4] [PDF]
[J15] Noor, J., Mahmud, A., Rahman, M. A., Sifar, A., Mostafa, F. Y., Tasnova, L., & Chellappan, S. (2024). “SAwareSSGI: Surrounding-Aware Screen-Space Global Illumination Using Generative Adversarial Networks.” IEEE Access, 12, 139946–139961. [Q1, IF - 3.9] [PDF]
[J14] Zishan, M. A. O., Shihab, H. M., Islam, S. S., Riya, M. A., Rahman, G. M., & Noor, J. (2024). “Dense neural network-based arrhythmia classification on low-cost and low-compute micro-controller.” Expert Systems with Applications, 239, 122560. [Q1, IF - 7.5] [PDF]
[J13] Noor, J., Ratul, R. H., Basher, M. S., Soumik, J. A., Sadman, S., Rozario, N. J., Reaz, R., Chellappan, S., & Al Islam, A. B. M. A. (2024). “Secure Processing-aware Media Storage and Archival (SPMSA).” Future Generation Computer Systems, 159, 290–306. [Q1, IF - 6.2] [PDF]
[J12] Mondal, J. J., Islam, M. F., Islam, R., Rhidi, N. K., Newaz, S., Manab, M. A., Al Islam, A. B. M., & Noor, J. (2024). “Uncovering Local Aggregated Air Quality Index with Smartphone Captured Images Leveraging Efficient Deep Convolutional Neural Network.” Scientific Reports, 14(1), 31196. [Q1, IF - 4.6] [PDF]
[J11] Rahman, S. I., Ahmed, S., Fariha, T. A., Mohammad, A., Haque, M. N. M., Chellappan, S., & Noor, J. (2024). “Unsupervised Machine Learning Approach for Tailoring Educational Content to Individual Student Weaknesses.” High-Confidence Computing. [Q2, IF - 3.2] [PDF]
[C32] Das, R., Sahid, S. H., & Noor, J. (2024). Tinea Skin Disease Network (TiSkiD-Net): Detecting tinea skin diseases through leveraging lightweight and unbiased deep convolutional neural network. In The 13th International Conference on Information & Communication Technologies and Development (ICTD 2024), December 09–11, 2024, Nairobi, Kenya. ACM. [PDF]
[C31] Lamia, U. F., Ratul, M. A. I., Mrittika, A. P., & Noor, J. (2024). From exclusion to inclusion: Digital platforms as a pathway for Hijra (third gender) employment. In Proceedings of the ICTD 2024 Conference. [PDF]
[C30] Chisty, S. K., Miami, A. T., & Noor, J. (2025). SmartSheba: Enhancing elderly user experience with LLM-enabled chatbots and user-centered design. In Proceedings of the ICTD 2025 Conference. [PDF]
[C29] Auvy, A. A., Zannah, R., Sharif, S., Al Mahmud, W., & Noor, J. (2024). “Semantic segmentation with attention dense U-net for lung extraction from X-ray images.” 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT). [PDF]
[C28] Shayetreen, L., Anani, A., Tazin, T. M., Marzan, U., Afsar, S. R., & Noor, J. (2024). “A Comprehensive Respiratory Evaluation: Incorporating Lung Sound and Disease Classification Along with Spirometry Assessment.” 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT). [PDF]
[C27] Alok, A. B., Huq, F., Ullah, S. A., Ghosh, R., & Noor, J. (2024). “Navigating Truth in the Sea of Content: Exploring Influential Factors Shaping User Perceptions of Trustworthiness in YouTube Content.” Proceedings of the ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS 2024), 107–116. [PDF]
[C26] Roy, B. D., Ritu, S. A., Mrittika, A. P., & Noor, J. (2024). “Bridging the Gap: Exploring the Factors Influencing Women's Adoption of Mobile Financial Services (MFS) in Rural Areas of Bangladesh.” Proceedings of the ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS 2024), 268–277. [PDF]
[C25] Rahman, S. I., Deb, P., Tasin, M. I., Sakif, M. S. I., & Noor, J. (2024). “A Proposed Systematic Framework and Guideline of Birth Declaration in Rural Last-Mile Bangladesh: Aimed at Reducing Child Marriage.” Proceedings of the ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS 2024), 294–306. [PDF]
[C24] Hossain, S. Z., Miami, A. T., & Noor, J. (2024). “MonChitro: Unveiling The Stress and Depression About Future Among Undergraduate Students.” Proceedings of the International Conference on Networked Systems and Security (NSysS 2024), 56–64. [PDF]
[C23] Mubassira, T., Hasan, M., Noor, J., & Al Islam, A. B. M. A. (2024). “Enhancing EmoBot: An In-Depth Analysis of User Expectation and Satisfaction in an Emotion-Aware Chatbot.” Proceedings of the International Conference on Networked Systems and Security (NSysS 2024), 65–71. [PDF]
[C22] Ahmed, T., Jannat, S., Rahat, A., Mou, J. A., Islam, M. F., & Noor, J. (2024). “Knowledge Distillation and Weight Pruning for Two-step Compression of ConvNets in Rice Leaf Disease Classification.” Proceedings of the International Conference on Networked Systems and Security (NSysS 2024), 72–78. [PDF]
[C21] Ehsan, M. A., Feroz, F., Chowdhury, M., & Noor, J. (2024). “Connecting Mobile Money: Understanding the Adoption and Usage of Mobile Financial Services (MFS) by Low-Income Internal Migrant Workers in Dhaka.” Proceedings of the International Conference on Networked Systems and Security (NSysS 2024), 86–95. [RUNNER UP PAPER] [PDF]
[C20] Muntasir, F., & Noor, J. (2024). “Explainable AI Discloses Gender Bias in Sexism Detection Algorithm.” Proceedings of the International Conference on Networked Systems and Security (NSysS 2024), 120–127. [PDF]
[C19] Rofi, I. B., Eshita, M. M., Ahmed, M. S., & Noor, J. (2024). “Identifying Influences: A Machine Learning and Explainable AI Approach to Analyzing Social Media Addiction Resulting from Academic Frustration.” Proceedings of the International Conference on Networked Systems and Security (NSysS 2024), 128–136. [PDF]
[C18] Sheikh, I. N., Sakib, M. N., Hoque, M. M., Hamim, I. H., Noor, J., & Al Islam, A. B. M. A. (2024). “Short Paper: SuperArchitecture: A New Approach for Reconnaissance over Data Centers Considering Architectural Alternatives.” Proceedings of the International Conference on Networked Systems and Security (NSysS 2024), 254–259. [PDF]
[C17] Nasim, H. I., Printia, F. J., Himel, M. H., Rashid, R., Chowdhury, I. J., Mondal, J. J., Islam, M. F., & Noor, J. (2024). “Fog-Resilient Bangla Car Plate Recognition Using Dark Channel Prior and YOLO.” Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024) Workshops, 1110–1119. [PDF]
[Poster] Eshita, M. M., Rofi, I. B., Haque, S. T., & Noor, J. (2024). Know what you're doing: Understanding the security (mis)conceptions of cloud technology workforce in Bangladesh. In Proceedings of the 20th Symposium on Usable Privacy and Security (SOUPS 2024). [PDF]

Year 2023:

[J10] Jahan, I., Al-Nabhan, N. A., Noor, J., Rahaman, M., & Al Islam, A. B. M. A. (2023). “Leveraging a Smartwatch for Activity Recognition in Salat.” IEEE Access, 11, 97284–97317. [Q1, IF - 3.9] [PDF]
[J9] Quaium, A., Al-Nabhan, N. A., Rahaman, M., Salim, S. I., Toha, T. R., Noor, J., Hossain, M., Islam, N., Mostak, A., Islam, M. S., & others. (2023). Towards associating negative experiences and recommendations reported by Hajj pilgrims in a mass-scale survey. Heliyon, 9(5), e14801. [Q1, IF - 3.4] [PDF]
[J8] Noor, J., Al-Nabhan, N. A., & Al Islam, A. B. M. A. (2023). “RemOrphan: Object Storage Sustainability Through Removing Offline-Processed Orphan Garbage Data.” IEEE Access, 11, 107049–107067. [Q1, IF - 3.9] [PDF]

[J7] Chakraborty, S., Talukder, M. B. U., Hasan, M. M., Noor, J., & Uddin, J. (2023). BiGRU-ANN based hybrid architecture for intensified classification tasks with explainable AI. International Journal of Information Technology, 15(8), 4211-4221. [Q2, IF - 1.249] [PDF]
[C16] Alok, A. B., Sakib, H., Ullah, S. A., Huq, F., Ghosh, R., Mondal, J. J., Sakif, M. S. I., & Noor, J. (2023). “‘Khep’: Exploring Factors that Influence The Preference of Contractual Rides to Ride-Sharing Apps in Bangladesh.” Proceedings of the ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS 2023), 43–53. [PDF]
[C15] Das, K., Ahmed, N., Tabasshum, A., Azad, T., Chowdhury, N., Mostakim, M., & Noor, J. (2023). Stock price prediction during pandemic situation. In Proceedings of the 2023 26th International Conference on Computer and Information Technology (ICCIT). [PDF]
[D1] Mahmud, A., Rahman, M. A., Sifar, A., Mostafa, F. Y., & Noor, J. (2023). “SAwareSSGI-minecraft-22.” IEEE DataPort. [PDF]

Year 2022:

[J6] Noor, J., Shanto, M. N. H., Mondal, J. J., Hossain, M. G., Chellappan, S., & Al Islam, A. B. M. (2022). Orchestrating image retrieval and storage over a cloud system. IEEE Transactions on Cloud Computing, 11(2), 1794-1806. IEEE. [Q1, IF - 7.558] [PDF]
[J5] Rashid, N. B., Saha, J., Prova, R. I., Tasfia, N., Shanto, M. N. H., & Noor, J. (2022). “Towards Devising A Fund Management System Using Blockchain.” CoRR, abs/2211.03613. [PDF]
[C14] Islam, S. M. S., Auntor, R. A., Islam, M., Hossain Anik, M. Y., Al Islam, A. B. M. A., & Noor, J. (2022). “Note: Towards Devising an Efficient VQA in the Bengali Language.” Proceedings of the ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS 2022), 632–637. [PDF]
[C13] Mondal, J. J., Islam, M. F., Zabeen, S., Al Islam, A. B. M. A., & Noor, J. (2022). “Note: Plant Leaf Disease Network (PLeaD-Net): Identifying Plant Leaf Diseases through Leveraging Limited-Resource Deep Convolutional Neural Network.” Proceedings of the ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS 2022), 668–673. [PDF]
[C12] Khan, F. F., Hossain, N. M., Shanto, M. N. H., Anwar, S. B., & Noor, J. (2022). “Mitigating DDoS Attacks Using a Resource Sharing Network.” Proceedings of the ACM SIGCAS Conference on Computing and Sustainable Societies (NSysS 2022), 1–11. [PDF]
[C11] Mustafa, M. S., Khan Lisa, J. F., & Noor, J. (2022). “Design and Implementation of Wireless IoT Device for Women's Safety.” Proceedings of the ACM SIGCAS Conference on Computing and Sustainable Societies (NSysS 2022), 41–52. [BEST STUDENT PAPER] [PDF]
[C10] Aunindita, R. F., Misbah, M. S., Joy, S. B., Rahman, M. A., Mahabub, S. I., & Noor, J. (2022). Use of machine learning and IoT for monitoring and tracking of livestock. In Proceedings of the 2022 25th International Conference on Computer and Information Technology (ICCIT). [PDF]
[C9] Monsaif, T. M., Alif, O. F., Amarth, S. D., Sadman, T. A., & Noor, J. (2022). A novel approach to reduce air pollution through machine learning based PM2.5 prediction. In Proceedings of the 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI) (pp. 1-8). IEEE. [PDF]
[C8] Miah, M. I., Gope, J. C., Nath, A. D., Nain, A. J., Mitu, F. N., & Noor, J. (2022). Advanced waterway transport system based on internet of things (IoT): A novel approach. In Proceedings of the 2022 25th International Conference on Computer and Information Technology (ICCIT) (pp. 1-6). IEEE. [PDF]
[C7] Ahasan, M. M., Fahim, M., Mazumder, H., Fatema, N. E., Rahman, S. M., Al Islam, A. B. M., & Noor, J. (2022). Classification of respiratory diseases and COVID-19 from respiratory and cough sounds. In Proceedings of the 2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT) (pp. 707-714). [PDF]
[C6] Nova, S. H., Quader, S. M., Talukdar, S. D., Sadab, M. R., Sayeed, M. S., Al Islam, A. B. M., & Noor, J. (2022). IoT based parking system: Prospects, challenges, and beyond. In Proceedings of the 2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT) (pp. 393-400). IEEE. [PDF]
[C5] Nur, M. M. T., Sultana Dola, S., Banik, A. K., Akhter, T., Hossain, N., Al Islam, A. B. M., & Noor, J. (2022). Speaker identification through gender detection. In Proceedings of the 2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT) (pp. 181-188). IEEE. [PDF]
[Book] Ali, M. Y., Ahmed, S., Hossain, M. I., Al Islam, A. B. M., & Noor, J. (2022). Electronic health record’s security and access control using blockchain and IPFS. In Proceedings of the Seventh International Congress on Information and Communication Technology: ICICT 2022, London, Volume 1 (pp. 493-505). Springer Nature Singapore. [PDF]

Year 2021:

[J4] Salim, S. I., Al-Nabhan, N. A., Rahaman, M., Islam, N., Toha, T. R., Noor, J., Quaium, A., Mostak, A., Hossain, M., Mushfiq, M. M., & Al Islam, A. B. M. A. (2021). “Human-Survey Interaction (HSI): A Study on Integrity of Human Data Collectors in a Mass-Scale Hajj Pilgrimage Survey.” IEEE Access, 9, 112528–112551. [Q1, IF - 3.9] [PDF]
[J3] Noor, J., Salim, S. I., & Al Islam, A. B. M. A. (2021). “Strategizing secured image storing and efficient image retrieval through a new cloud framework.” Journal of Network and Computer Applications, 192, 103167. [Q1, IF - 4.674] [PDF]
[J2] Toha, T. R., Rizvi, A. S. M., Noor, J., Adnan, M. A., & Al Islam, A. B. M. A. (2021). “Towards Greening MapReduce Clusters Considering Both Computation Energy and Cooling Energy.” IEEE Transactions on Parallel and Distributed Systems, 32(4), 931–942. [Q1, IF - 3.762] [PDF]
[C4] Nasrin, S., Sahryer, T. F., Al Islam, A. B. M., & Noor, J. (2021, December 18). Feature and performance based comparative study on serverless frameworks. In Proceedings of the 24th International Conference on Computer and Information Technology (ICCIT) (pp. 1-6). IEEE. [PDF]

Year 2019:

[J1] Chakraborty, T., Nurain, N., Tairin, S., Khan, T. A., Noor, J., Islam, M. R., & Al Islam, A. B. M. A. (2019). “A new network paradigm for low-cost and lightweight real-time communication between train and rail track to detect missing and faulty rail blocks.” Journal of Network and Computer Applications, 131, 40–54. [Q1, IF - 5.7] [PDF]

Year 2018:

[C3] Noor, J., Hossain, M. G., Alam, M. A., Uddin, A., Chellappan, S., & Al Islam, A. B. M. A. (2018). “svLoad: An Automated Test-Driven Architecture for Load Testing in Cloud Systems.” IEEE Global Communications Conference (GLOBECOM 2018), 1–7. [PDF]

Year 2017:

[C2] Noor, J., Akbar, H. I., Sujon, R. A., & Al Islam, A. B. M. A. (2017). “Secure processing-aware media storage (SPMS).” IEEE International Performance, Computing, and Communications Conference (IPCCC 2017), 1–8. [PDF]
[C1] Noor, J., & Al Islam, A. B. M. A. (2017). “iBuck: Reliable and secured image processing middleware for OpenStack Swift.” Networked Systems and Services (NSysS 2017), 144–149. [PDF]

Posters:

J. Noor and A. B. M. A. A. Islam, 'Effective Management of Multimedia and Orphaned Data in Cloud Storage Systems' Abstract selected for Oral Presentation in the 3rd Young Scientist Congress, Dhaka, Sep 14-15, 2018.
J. Noor and A. B. M. A. A. Islam, ‘Data Storage Sustainability: Unused Data or Orphan Data?’, In 5th International Conference on ICT4S, Toronto, Canada, May 14-18, 2018.
J. Noor, M. G. Hossain, M. A. Alam, S. Chellappan, and A. B. M. A. A. Islam, ‘svLoad: An Automated Load Testing Architecture’, N2Women and WICE workshop, ICC 2018, Kansas, Missouri, USA.
J. Noor, M. G. Hossain, and A. B. M. A. A. Islam, ‘Faster Image Retrieval in Low-Bandwidth with Optimal Scan’, N2Women and WICE workshop, ICC 2018, Kansas, Missouri, USA.
G. Z. A. Husna, J. Noor, ‘Astha: Handy and Manageable Cancer Management System for Bangladesh’, BSRO AGM & Scientific Seminar 2018, Cox's Bazar, Bangladesh.
J. Noor, H. I. Akbar, R. A. Sujon, T. Ahmed, and A. B. M. A. A. Islam, ‘Secure Processing-aware Media Storage (SPMS)’, GHC, Florida, USA, 2017 [General Poster Session].

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