Publications

JOURNAL PAPERS

2024

1. Md Rabiul Islam, Marwa Qaraqe, and Erchin Serpedin (2024), “CoST-UNet: Convolution and swin transformer based deep learning architecture for cardiac segmentation” Biomedical Signal Processing and Control, Vol. 96, October 2024, 106633 , https://doi.org/10.1016/j.bspc.2024.106633 [PDF]

2. Md Rabiul Islam, Marwa Qaraqe, Khalid Qaraqe, and Erchin Serpedin (2024), “CAT-Net: Convolution, attention, and transformer based network for single-lead ECG arrhythmia classification” Biomedical Signal Processing and Control, Vol. 93, July 2024, 106211, https://doi.org/10.1016/j.bspc.2024.106211 [PDF]

2021

3. Md. Rabiul Islam, Mohammad Ali Moni, Md. Milon Islam, Md. Rashed-Al-Mahfuz, Md. Saiful Islam, Md. Kamrul Hasan, Md. Sabir Hossain, Mohiuddin Ahmad, Shahadat Uddin, AKM Azad, Salem A. Alyami, Md Atiqur Rahman Ahad, and Pietro Lio’ (2021), “Emotion Recognition from EEG Signal Focusing on Deep Learning and Shallow Learning Techniques” IEEE Access, vol. 9, pp. 94601-94624, https://doi.org/10.1109/ACCESS.2021.3091487  [PDF]

4. Md. Rabiul Islam, Md. Milon Islam, Mohammad Ali Moni, Salem A. Alyami Mohiuddin Ahmad, Chayan Mondal, Md. Mustafizur Rahman, Md. Abdul Awal Suvojit Kumar Singha, (2021) “EEG Channel Correlation Based Model for Emotion Recognition” Computers in Biology and Medicine, v.136, p 104757, https://doi.org/10.1016/j.compbiomed.2021.104757 [PDF]

5. Mohammad Marufur Rahman, Md. Milon Islam, Md. Motaleb Hossen Manik, Md. Rabiul Islam and Mabrook S. Al-Rakhami, (2021), “Machine Learning Approaches for Tackling Novel Coronavirus  (COVID-19)  Pandemic” SN Computer Science, vol. 2, no. 5, pp.1-10, https://doi.org/10.1007/s42979-021-00774-7 [PDF]

6. Mondal, C., Hasan, M.K., Ahmad, M., Awal, M.A., Jawad, M.T., Dutta, A., Islam, M.R. and Moni, M.A., 2021. "Ensemble of Convolutional Neural Networks to diagnose Acute Lymphoblastic Leukemia from microscopic images". Informatics in Medicine Unlocked,  vol. 27, p.100794. . https://doi.org/10.1016/j.imu.2021.100794 [PDF]

7. Md. Mustafizur Rahman, Ajay Krishno Sarkar, Md. Amzad Hossain, Md. Selim Hossain, Md. Rabiul Islam, Md. Biplob Hossain, Julian M.W. Quinn and Mohammad Ali Moni, (2021), “Recognition of human emotions using EEG signals: A review,” Computers in Biology and Medicine, v. 136, p. 104696, https://doi.org/10.1016/j.compbiomed.2021.104696 [PDF]

8. Zillur Rahman, Md. Sabir Hossain, Md. Rabiul Islam, Md. Mynul Hasan and Rubaiyat Alim Hridhee, (2021) “An Approach for Multiclass Skin Lesion Classification Based on Ensemble Learning” Informatics in Medicine Unlocked. https://doi.org/10.1016/j.imu.2021.100659 [PDF]

2020

9. Md. Milon Islam, Md. Repon Islam, Md. Saiful Islam, Sheikh Nooruddin, Muhammad Nomani Kabir and Md. Rabiul Islam, (2020), “Deep Learning Based Systems Developed for Fall Detection: A Review” IEEE Access, vol. 8, pp. 166117-166137 https://doi.org/10.1109/ACCESS.2020.3021943 [PDF]

10. Md. Milon Islam, Saifuddin Mahmud, L. J. Muhammad, Md. Rabiul Islam, Sheikh Nooruddin, Safial Islam Ayon, (2020) “Wearable Technology to Assist the Patients Infected with Novel Coronavirus (COVID-19),” SN Computer Science, vol. 1, no. 6, pp.1-9. https://doi.org/10.1007/s42979-020-00335-4 [PDF]

2019

11. Md. Milon Islam, Nieb Hasan Neom, Md. Samir Imtiaz, Sheikh Nooruddin, Md. Repon Islam and Md. Rabiul Islam, (2019), "A Review on Fall Detection Systems Using Data from Smartphone Sensors," Ingénierie des Systèmes d’Information (Information Systems Engineering), Lavoisier, vol. 24, no. 6, pp. 569-576. https://doi.org/10.18280/isi.240602 [PDF]

CONFERENCE PAPERS

2022

1. F. Fahim, M. T. Ahmed, M. N. M. Shuvo and M. R. Islam, “A Comparison between Different Kernels of Support Vector Machine to Predict Cardiovascular Diseases Using Phonocardiogram Signal,” 2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), 01 July 2022, Bhilai, India. https://doi.org/10.1109/ICAECT54875.2022.9808063  [Link]

2021

2. Suvojit Kumar Singha, Mohiuddin Ahmad and Md. Rabiul Islam, “Multiple Regression Analysis Based Non-Invasive Blood Glucose Level Estimation Using Photoplethysmography,” 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), 8-9 July 2021, Rajshahi, Bangladesh. https://doi.org/10.1109/acmi53878.2021.9528219 [Link]

2019

3. Md. Rabiul Islam and Mohiuddin Ahmad, “Virtual Image from EEG to Recognize Appropriate Emotion using Convolutional Neural Network” 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), May 3-5, Dhaka, Bangladesh. https://doi.org/10.1109/icasert.2019.8934760 [PDF]

4. Md. Rabiul Islam and Mohiuddin Ahmad, “Wavelet Analysis Based Classification of Emotion from EEG Signal,” 2nd International Conference on Electrical, Computer and Communication Engineering (ECCE 2019), Cox’s Bazar, Bangladesh, February 2019. https://doi.org/10.1109/ecace.2019.8679156 [PDF]

2016

5. Md. Rabiul Islam, Chayan Mondal, Md. Kawsar Azam and Abu Syed Md. Jannatul Islam, "Text Detection and Recognition using Enhanced MSER Detection and a Novel OCR Technique," 2016 5th International Conference on Informatics, Electronics and Vision (ICIEV), Dhaka, 2016, pp. 15-20. https://doi.org/10.1109/iciev.2016.7760054 [PDF]

2015

6. Chayan Mondal, Md. Kawsar Azam, Mohiuddin Ahmad, S. M. Kamrul Hasan and Md. Rabiul Islam, "Design and Implementation of a Prototype Electrooculography Based Data Acquisition System,” Proc. of 2nd International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT 2015), Jahangirnagar University, Dhaka, Bangladesh, May 2015. https://doi.org/10.1109/iceeict.2015.7307395 [PDF]