Publications

Description	Year	Type
Irfan, S., Anjum, N., Masood, N., Khattak, A. S., & Ramzan, N. (2021). A novel hybrid deep learning model for human activity recognition based on transitional activities. Sensors, 21(24), 8227.	2021	Journal
Irfan, S., Anjum, N., Althobaiti, T., Alotaibi, A. A., Siddiqui, A. B., & Ramzan, N. (2022). Heartbeat classification and arrhythmia detection using a multi-model deep-learning technique. Sensors, 22(15), 5606.	2022	Journal
Ahmed, S., Irfan, S., Kiran, N., Masood, N., Anjum, N., & Ramzan, N. (2023). Remote health monitoring systems for elderly people: a survey. Sensors, 23(16), 7095.	2023	Journal
Saima Gulzar Ahmad, Tassawar Iqbal, Anam Javaid, Ehsan Ullah Munir, Nasira Kirn Sana Ullah Jan, Naeem Ramzan. Sensing and Artificial Intelligent Maternal-Infant Health Care Systems: A Review. Sensors(Basel), 22(12): 4362, 2022. (ISSN 1424-8220)	2022	Journal
Ahmad Hassan, Saima Gulzar Ahmad, Ehsan Ullah Munir, Imtiaz Ali Khan, Naeem Ramzan, Predictive modelling and identification of key risk factors for stroke using machine learning, Scientific Reports, 14:11498, 2024. (ISSN 2045-2322)	2024	Journal
Saima Gulzar Ahmad, Tassawar Iqbal, Ehsan Ullah Munir, Naeem Ramzan. Cost Optimization in Cloud Environment based on Task Deadline. Journal of Cloud Computing, 12(9): 1-18, 2023. (ISSN: 2192-113X) (electronic)	2023	Journal
M. M. Deramgozin, S. Jovanovic, M. Arevalillo-Herráez, N. Ramzan and H. Rabah, "Attention-Enabled Lightweight Neural Network Architecture for Detection of Action Unit Activation," in IEEE Access, vol. 11, pp. 117954-117970, 2023, doi: 10.1109/ACCESS.2023.3325034.	2023	Journal
Ismail, Ali Rida, Slavisa Jovanovic, Naeem Ramzan, and Hassan Rabah. 2023. "ECG Classification Using an Optimal Temporal Convolutional Network for Remote Health Monitoring" Sensors 23, no. 3: 1697. https://doi.org/10.3390/s23031697	2023	Journal
Ashfaq, A., Anjum, N., Ahmed, S., & Masood, N. (2022, December). Hybrid Deep Learning model for ECG-based Arrhythmia Detection. In IEEE International Conference on Frontiers of Information Technology (FIT), 2022, (pp. 278-283).	2022	Conference
Razzaq, N., Masood, N., Nawaz, S., Anjum, N., & Ramzan, N. (2022, October). Stroke prediction in elderly persons using remote health monitoring. In 2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS) (pp. 1-4).	2022	Conference
Vaneeza Kiyani, Saima Gulzar Ahmad, Tassawar Iqbal, Ehsan Ullah Munir, A Comparative study of Machine Learning Techniques for Maternal Health prediction to reduce the Women Health Risks during Pregnancy, International Conference on Computing Research ICCoR22, CUST, Islamabad.	2022	Conference
M. M. Deramgozin, S. Jovanovic, N. Ramzan and H. Rabah, "Lightweight Attention-Based CNN on Embedded Systems for Emotion Recognition," 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, Turkiye, 2023, pp. 1-4, doi: 10.1109/ICECS58634.2023.10382796.	2023	Conference
A. Zemouri, A. R. Ismail, S. Jovanovic and H. Rabah, "Embedded 1D Convolutional Network based ECG Classification Platform for Remote Health Monitoring," 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, Turkiye, 2023, pp. 1-4, doi: 10.1109/ICECS58634.2023.10382837.	2023	Conference
A. R. Ismail, S. Jovanovic, N. Ramzan and H. Rabah, "ECG Signal Classification Using Temporal Convolutional Network," 2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Glasgow, United Kingdom, 2022, pp. 1-4, doi: 10.1109/ICECS202256217.2022.9970944.	2022	Conference
M. Deramgozin, S. Jovanovic, H. Rabah and N. Ramzan, "A Hybrid Explainable AI Framework Applied to Global and Local Facial Expression Recognition," 2021 IEEE International Conference on Imaging Systems and Techniques (IST), Kaohsiung, Taiwan, 2021, pp. 1-5, doi: 10.1109/IST50367.2021.9651357.	2021	Conference