Publications

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Research Interests

• Blockchain in Healthcare

• Security and Privacy in Patient Monitoring

• IoT

• Data Science.

Journal Article

1. Uddin,Md. Ashraf, S. Aryal, M. R. Bouadjenek, M. Al-Hawawreh, and M. A. Talukder, “A dual-tier adaptive one-class classification ids for emerging cyberthreats,” Computer Communications, 2024.

2. Uddin,Md. Ashraf, S. Aryal, M. R. Bouadjenek, M. Al-Hawawreh, and M. A. Talukder, “Usfad based effective unknown attack detection focused ids framework,” Scientific Reports, vol. 14, no. 1, p. 29 103, 2024.

3. Uddin,Md. Ashraf, M. A. Talukder, M. R. Ahmed, et al., “Data-driven strategies for digital native market segmentation using clustering,” International Journal of Cognitive Computing in Engineering, vol. 5, pp. 178–191, 2024.

4. Talukder, M. A., Islam, M. M., Uddin, M. A., Akhter, A., Pramanik, M. A. J., Aryal, S., ... & Moni, M. A. (2023). An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning. Expert Systems with Applications, 120534 [Q1, IF: 8.66].

5. Uddin, Khandaker Mohammad Mohi, Mir Jafikul Alam, Md Ashraf Uddin, and Sunil Aryal. "A Novel Approach Utilizing Machine Learning for the Early Diagnosis of Alzheimer's Disease." Biomedical Materials & Devices (2023): 1-17.

6. T. M. Nasrullah, M.M Islam, M. A Uddin et al., "Device Agent Assisted Blockchain Leveraged Framework for Internet of Things," in IEEE Access, vol. 11, pp. 1254-1268, 2023, doi: 10.1109/ACCESS.2022.3231491 [Q1, IF: 3.5].

7. Talukder, M. A., Hasan, K. F., Islam, Md Ashraf Uddin, M. A., Akhter, A., Yousuf, M. A., ... & Moni, M. A. (2023). A dependable hybrid machine learning model for network intrusion detection. Journal of Information Security and Applications, 72, 103405 [Q1, IF: 4.96].

8. Ahamed, M., Uddin, K., Islam, M. M., Uddin, M., Akhter, A., Acharjee, U. K., ... & Moni, M. A. (2023). DTLCx: An Improved ResNet Architecture to Classify Normal and Conventional Pneumonia Cases from COVID-19 Instances with Grad-CAM-Based Superimposed Visualization Utilizing Chest X-ray Images. Diagnostics, 13(3), 551 [Q2, IF: 3.9].

9. Partho Ghose, Md. Ashraf Uddin, Uzzal Kumar Acharjee, Selina Sharmin, Deep viewing for the identification of Covid-19 infection status from chest X-Ray image using CNN based architecture, Intelligent Systems with Applications, Volume 16, 2022, 200130[Q1].

10. Partho Ghose, Muhaddid Alavi, Mehnaz Tabassum, Md Ashraf Uddin, Kawsher Mahbub, Loveleen Gaur, Saurav Mallik, Zhongming Zhao, Detecting COVID-19 Infection Status from Chest XRay and CT scan via Single Transfer LearningDriven Approach, accepted in Frontiers in Genetics, 2022[Q1, IF: 4.5]

11. Md. Shafiur Rahman, Md. Amirul Islam, Md Ashraf Uddin, Giovanni Stea. A survey of blockchainbased IoT eHealthcare: Applications, research issues, and challenges, Internet of Things[Q1, IF: 5.7]

12. Alukder, M. A., Islam, Md Ashraf Uddin, M. A., Akhter, A., Hasan, K. F., Moni, M. A. (2022). Machine learningbased lung and colon cancer detection using deep feature extraction and ensemble learning. Expert Systems with Applications, 117695[Q1, IF: 6.9].

13. Hossain, M. U., Rahman, M. A., Islam, M., Akhter, Md Ashraf Uddin, Paul, B. K. (2022). Automatic driver distraction detection using deep convolutional neural networks. Intelligent Systems with Applications, 200075[Q1].

14. 9. UK Acharjee, M Arefin, KM Hossen, MN Uddin, Md Ashraf Uddin, L Islam Sequence-to-Sequence Learning-Based Conversion of Pseudo-Code to Source Code Using Neural Translation Approach  IEEE Access 10, 26730-26742[Q1, IF: 3.47]

15. Md Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian, The adoption of Blockchain in IoT: Challenges and Solutions, Blockchain Research and Application, Elsevier, 2021.

16. Md Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian, Rapid Health Data Repository Allocation using Predictive Machine Learning, Health Informatics Journal, SAGE publisher, 2020(Impact factor: 2.93), [Scopus Indexed, Q2]

17. Md Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian, Blockchain Leveraged Decentralized IoT eHealth Framework, Internet of Things (2020), Elsevier.

18. Md Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian, “ A Lightweight Blockchain Based Framework for Underwater IoT”, Electronics 2019, 8, 1552 (Impact Factor: 2.4) [Scopus Indexed, Q2]

19. Md. Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian "Continuous Patient Monitoring with a Patient Centric Agent: A Block Architecture", IEEE Access, vol. 6, pp. 32 700–32 726, 2018. (Impact Factor: 4.098)[Scopus Indexed, Q1].

20. Md Ashraf Uddin, Andrew Stranieri, Iqbal Gondal and Venki Balasubramanian, A Patient Agent to Manage Blockchains for Remote Patient Monitoring. Studies in health technology and informatics, 2018. 254: p. 105-115.[Scopus Indexed, Q3 SJR=0.3]

21. Md Shafiur Rahman, Sajal Halder, Md Ashraf Uddin, Uzzal Kumar Acharjee, An efficient hybrid system for anomaly detection in social networks, Cybersecurity(2021), Springer [Scopus Indexed].

22. Md. Ashraf Uddin, Mamun-or-Rashid, “Link Expiration Time-Aware Routing Protocol for UWSNs,” Journal of Sensors, vol. 2013, Article ID 625274, 9 pages, 2013. doi:10.1155/2013/625274( Impact Factor 2.057)[Scopus Indexed].

23. Md Ashraf Uddin, Md Manowarul Islam; Mamun-or-Rashid, Energy Efficient Fitness Based Routing Protocol for Underwater Sensor Network, International Journal of Intelligent Systems and Applications; Hong Kong Vol. 5, Iss. 6, (May 2013): 61- 69.DOI:10.5815/ijisa.2013.06.08[Scopus Indexed(2016-2018), SJR=0.24, Q3 (2019)]

Conference Proceedings

1. Md Ashraf Uddin, Andrew Stranieri, Iqbal Gondal and Venki Balasubramanian, Dynamically Recommending Repositories for Health Data: a Machine Learning Model, 13th Australasian Workshop on Health Informatics and Knowledge Management 2020, ACM

2. Md Ashraf Uddin, Andrew Stranieri, Iqbal Gondal and Venki Balausbramanian, Blockchain Leveraged Task Migration in Body Area Sensor Networks, The 25th AsiaPacific Conference on Communications (APCC), IEEE, Vietnam, 2019(CORE Ranked).

3. Md Ashraf Uddin, Andrew Stranieri, Iqbal Gondal and Venki Balasubramanian, A Decentralized Patient Agent Controlled Blockchain for Remote Patient Monitoring, 2019 International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), IEEE, Spain(CORE Ranked).

4. Md Ashraf Uddin, Andrew Stranieri, Iqbal Gondal and Venki Balasubramanian, Dynamically Recommending Repositories for Health Data: a Machine Learning Model, 13th Australasian Workshop on Health Informatics and Knowledge Management 2020, ACM.

5. Md Ashraf Uddin, Andrew Stranieri, Iqbal Gondal and Venki Balasubramanian, An Efficient Selective Miner Consensus Protocol in Blockchain Oriented IoT Smart Monitoring, IEEE International Conference on Industrial Technology, Feb 13-15, 2019, Melbourne, Australia.

6. Md Ashraf Uddin, Mahmudul Hasan, Sajal Halder, CRICRATE: A Cricket Match Conduction and Player Evaluation Framework, Emerging Technologies in Data Mining and Information Security, Springer, pp. 491-500, 2019.

7. 16. Md Anwar Hussen Wadud, TM Amir-Ul-Haque Bhuiyan, Md Ashraf Uddin, Md Motiur Rahman, A Patient Centric Agent Assisted Private Blockchain on Hyperledger Fabric for Managing Remote Patient Monitoring, 2020 11th International Conference on Electrical and Computer Engineering (ICECE),2021, IEEE.

8. Md Amirul Islam and Sajal Halder and Md Ashraf Uddin, An Efficient Sentiment Mining Approach on Social Media Networks, Emerging Technologies in Data Mining and Information Security, pp. 451--461, 2019, Springer.

9. Md Amirul Islam, Sajal Halder and Md Ashraf Uddin, Periodic Activity Monitoring Using Radio Frequency Tag Arrays, 2018 International Conference on Innovation in Engineering and Technology (ICIET), pp.1-5, 2018, IEEE

10. Md Ashraf Uddin, Arnisha Akter, Shamima Parvez, Andrew Stranieri, "Efficient Route Selection in AODV", ICCIT 2017, 20-22 December, 2017

11. Md Shafiur Rahman, Md Ashraf Uddin, Leema Rani Dey, Sajal Halder, Manowarul Islam, "Link Prediction by Correlation in Social Network", ICCIT 2017, 20-22 December, 2017

12. Md. Ashraf Uddin, Arnisha Akter, Md. Manowarul Islam, “Fuzzy Based Weight to Mine Frequent Patterns from Human Interaction in Meeting using Directed Acyclic Graph”, 19th International Conference on Computer and Information Technology, 18~20 December, cosponsored by IEEE.

13. Arnisha Akhter, Md. Ashraf Uddin, M. A. I. Abir and M. M. Islam, "Noise aware level based routing protocol for underwater sensor networks," 2016 International Workshop on Computational Intelligence (IWCI), Dhaka, Bangladesh, 2016, pp. 169-174, doi: 10.1109/IWCI.2016.7860360.

14. Md. Anawarul Abir, Arnisha Akter, Md. Ashraf Uddin, Manowarul Islam, “Design of Parity Preserving Sequential Circuit”,13~14 May, ICIEV16 cosponsored by IEEE, doi:10.1109/ICIEV.2016.7760153 .