Dr Md Abdul Awal
Postdoctoral Research Fellow
School of Information Technology and Electrical Engineering
Book Chapter
Boashash B., Touati S., Flandrin P., Hlawatsch F., Taubock G., Oliveira P.M., Barroso V., Baraniuk R., Jones G., Matz G., Hlawatsch F., Alieva T., Bastiaans M.J., Galleani L., Boudraa A.-O., Salzenstein F., Akan A., Awal, A. and Dong, S. (2015). Advanced time-frequency signal and system analysis. Time-Frequency Signal Analysis and Processing: A Comprehensive Reference. (pp. 141-236) Kidlington, Oxford, United Kingdom: Elsevier Inc.. doi: 10.1016/B978-0-12-398499-9.00004-2
Journal Articles
Raihan, M., Hassan, Md. Mehedi, Hasan, Towhid, Bulbul, Abdullah Al-Mamun, Hasan, Md. Kamrul, Hossain, Md. Shahadat, Roy, Dipa Shuvo and Awal, Md. Abdul (2022). Development of a Smartphone-Based Expert System for COVID-19 Risk Prediction at Early Stage. Bioengineering, 9 (7) 281, 281. doi: 10.3390/bioengineering9070281
Debjit, Kumar, Islam, Md Saiful, Rahman, Md. Abadur, Pinki, Farhana Tazmim, Nath, Rajan Dev, Al-Ahmadi, Saad, Hossain, Md. Shahadat, Mumenin, Khondoker Mirazul and Awal, Md. Abdul (2022). An Improved Machine-Learning Approach for COVID-19 Prediction Using Harris Hawks Optimization and Feature Analysis Using SHAP. Diagnostics, 12 (5) 1023, 1023. doi: 10.3390/diagnostics12051023
Mredul, Md Bazlur Rahman, Khan, Umama, Rana, Humayan Kabir, Meem, Tahera Mahnaz, Awal, Md Abdul, Rahman, Md Habibur and Khan, Md Salauddin (2022). Bioinformatics and System Biology Techniques to Determine Biomolecular Signatures and Pathways of Prion Disorder. Bioinformatics and Biology Insights, 16, 117793222211453. doi: 10.1177/11779322221145373
Mahmud, S. M. Hasan, Chen, Wenyu, Liu, Yongsheng, Awal, Md Abdul, Ahmed, Kawsar, Rahman, Md Habibur and Moni, Mohammad Ali (2021). PreDTIs: Prediction of drug-Target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques. Briefings in Bioinformatics, 22 (5) bbab046. doi: 10.1093/bib/bbab046
Awal, Md. Abdul, Mostafa, Sheikh Shanawaz, Ahmad, Mohiuddin, Alahe, Mohammad Ashik, Rashid, Mohd Abdur, Kouzani, Abbas Z. and Mahmud, M. A. Parvez (2021). Design and Optimization of ECG Modeling for Generating Different Cardiac Dysrhythmias. Sensors, 21 (5) 1638, 1638-27. doi: 10.3390/s21051638
Awal, Md. Abdul, Masud, Mehedi, Hossain, Md. Shahadat, Bulbul, Abdullah Al-Mamun, Mahmud, S. M. Hasan and Bairagi, Anupam Kumar (2021). A Novel Bayesian Optimization-Based Machine Learning Framework for COVID-19 Detection From Inpatient Facility Data. IEEE Access, 9 9319642, 10263-10281. doi: 10.1109/access.2021.3050852
Moni, Mohammad Ali, Islam, M. Babul, Rahman, Md Rezanur, Rashed-Al-Mahfuz, Md, Awal, Md Abdul, Islam, Sheikh Mohammed Shariful, Mollah, Md. Nurul Haque and Quinn, Julian M. W. (2020). Network-based computational approach to identify delineating common cell pathways influencing type 2 diabetes and diseases of bone and joints. IEEE Access, 8 8941110, 1486-1497. doi: 10.1109/ACCESS.2019.2962091
Mostafa, Sheikh Shanawaz, Awal, Md. Abdul, Ahmad, Mohiuddin and Morgado-Dias, Fernando (2018). Design of sEMG-based clench force estimator in FPGA using artificial neural networks. Neural Computing and Applications, 32 (20), 1-11. doi: 10.1007/s00521-018-3600-4
Awal, Md. Abdul, Ouelha, Samir, Dong, Shiying and Boashash, Boualem (2017). A robust high-resolution time-frequency representation based on the local optimization of the short-time fractional Fourier transform. Digital Signal Processing, 70, 125-144. doi: 10.1016/j.dsp.2017.07.022
Awal, Md. Abdul and Boashash, Boualem (2017). An automatic fast optimization of Quadratic Time-frequency Distribution using the hybrid genetic algorithm. Signal Processing, 131, 134-142. doi: 10.1016/j.sigpro.2016.08.017
Mostafa, S. S., Awal, M. A., Ahmad, M. and Rashid, M. A. (2016). Voiceless Bangla vowel recognition using sEMG signal. SpringerPlus, 5 (1) 1522, 1522. doi: 10.1186/s40064-016-3170-9
Awal, Md. Abdul, Lai, Melissa M., Azemi, Ghasem, Boashash, Boualem and Colditz, Paul B. (2015). EEG background features that predict outcome in term neonates with hypoxic ischaemic encephalopathy: a structured review. Clinical Neurophysiology, 127 (1), 285-296. doi: 10.1016/j.clinph.2015.05.018
Conference Papers
Mostafa, Sheikh Shanawaz, Awal, Md. Abdul, Ahmad, Mohiuddin and Morgado-Dias, Fernando (2017). A method for designing EMG integrator using an FPGA. 5th IEEE International Work Conference on Bio-Inspired Intelligence, IWOBI 2017, Funchal, Portugal, 10-12 July 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/IWOBI.2017.7985523
Awal, Md. Abdul, Colditz, Paul B., Boashash, Boualem and Azemi, Ghasem (2014). Detection of neonatal eeg burst-suppression using a time-frequency approach. 8th International Conference on Signal Processing and Communication Systems, (ICSPCS), Gold Coast, Australia, 15-17 December 2014. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICSPCS.2014.7021073
Thesis
Awal, Md. Abdul (2018). Design and optimisation of time-frequency analysis for multichannel neonatal EEG background features in term neonates with hypoxic ischaemic encephalopathy: characterisation, classification and neurodevelopmental outcome prediction. PhD Thesis, Faculty of Medicine, The University of Queensland. doi: 10.14264/uql.2018.225