Overview
Availability
- Dr Md Abdul Awal is:
- Available for supervision
Works
Search Professor Md Abdul Awal’s works on UQ eSpace
2022
Journal Article
Bangla natural language processing: a comprehensive analysis of classical, machine learning, and deep learning-based methods
Sen, Ovishake, Fuad, Mohtasim, Islam, Md. Nazrul, Rabbi, Jakaria, Masud, Mehedi, Hasan, Md. Kamrul, Awal, Md. Abdul, Ahmed Fime, Awal, Hasan Fuad, Md. Tahmid, Sikder, Delowar and Raihan Iftee, Md. Akil (2022). Bangla natural language processing: a comprehensive analysis of classical, machine learning, and deep learning-based methods. IEEE Access, 10, 38999-39044. doi: 10.1109/access.2022.3165563
2022
Conference Publication
Machine-learning based physical exercise identification with heuristic optimized features prioritization
Mondal, Proloy Kumar, Abdul Awal, Md. and Nahid, Abdullah-Al (2022). Machine-learning based physical exercise identification with heuristic optimized features prioritization. International Conference on Fourth Industrial Revolution and Beyond 2021, Dhaka, Bangladesh, 10-11 December 2021. Singapore, Singapore: Springer Nature Singapore. doi: 10.1007/978-981-19-2445-3_4
2022
Journal Article
Identification of molecular signatures and pathways common to blood cells and brain tissue based RNA-Seq datasets of bipolar disorder: Insights from comprehensive bioinformatics approach
Islam, A.M. Humyra, Rahman, Md Habibur, Bristy, Sadia Afrin, Andalib, K.M. Salim, Khan, Umama, Awal, Md Abdul, Hossain, Md Shahadat and Moni, Mohammad Ali (2022). Identification of molecular signatures and pathways common to blood cells and brain tissue based RNA-Seq datasets of bipolar disorder: Insights from comprehensive bioinformatics approach. Informatics in Medicine Unlocked, 29 100881, 1-12. doi: 10.1016/j.imu.2022.100881
2022
Journal Article
Determination of molecular signatures and pathways common to brain tissues of autism spectrum disorder: Insights from comprehensive bioinformatics approach
Bristy, Sadia Afrin, Islam, A.M. Humyra, Andalib, K.M. Salim, Khan, Umama, Awal, Md Abdul and Rahman, Md Habibur (2022). Determination of molecular signatures and pathways common to brain tissues of autism spectrum disorder: Insights from comprehensive bioinformatics approach. Informatics in Medicine Unlocked, 29 100871, 1-13. doi: 10.1016/j.imu.2022.100871
2021
Conference Publication
GWO-XGB: Grey Wolf Optimization-based eXtreme Gradient Boosting for hypertension prediction in Bangladesh
Tahsin, Tasfia, Mumenin, Khondoker Mirazul, Pinki, Farhana Tazmim, Tuli, Anamika Biswas, Sikder, Shahriar, Rahman, Md. Ashfikur, Bulbul, Abdullah Al-Mamun and Awal, Md. Abdul (2021). GWO-XGB: Grey Wolf Optimization-based eXtreme Gradient Boosting for hypertension prediction in Bangladesh. 2021 International Conference on Electronics, Communications and Information Technology (ICECIT), Khulna, Bangladesh, 14-16 September 2021. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icecit54077.2021.9641256
2021
Journal Article
Associating measles vaccine uptake classification and its underlying factors using an ensemble of machine learning models
Hasan, Md. Kamrul, Jawad, Md. Tasnim, Dutta, Aishwariya, Awal, Md. Abdul, Islam, Md. Akhtarul, Masud, Mehedi and Al-Amri, Jehad F. (2021). Associating measles vaccine uptake classification and its underlying factors using an ensemble of machine learning models. IEEE Access, 9 9524617, 119613-119628. doi: 10.1109/access.2021.3108551
2021
Journal Article
PreDTIs: Prediction of drug-Target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques
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
2021
Journal Article
Application of WSN in smart grid: present and future perspectives
Bulbul, Abdullah Al-Mamun, Jibon, Rayhan Habib, Rahaman, Hasibur, Biswas, Sandipa, Hossain, Md. Bellal and Abdul Awal, Md. (2021). Application of WSN in smart grid: present and future perspectives. International Journal of Sensors, Wireless Communications and Control, 11 (6), 649-665. doi: 10.2174/2210327910999201124211428
2021
Journal Article
Design and optimization of ECG modeling for generating different cardiac dysrhythmias
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, 1-27. doi: 10.3390/s21051638
2021
Journal Article
A novel Bayesian optimization-based machine learning framework for COVID-19 detection from inpatient facility data
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
2021
Conference Publication
OLGBM: Optuna optimized light gradient boosting machine for intrusion detection
Arifin, Md Mashrur, Based, Md Abdul, Mumenin, Khondoker Mirazul, Imran, Ali, Azim, Mohammad Abdul, Alom, Zulfikar and Abdul Awal, Md (2021). OLGBM: Optuna optimized light gradient boosting machine for intrusion detection. International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh, 26-27 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IC4ME253898.2021.9768555
2021
Journal Article
An early detection of asthma using BOMLA detector
Awal, Md. Abdul, Hossain, Md. Shahadat, Debjit, Kumar, Ahmed, Nafiz, Nath, Rajan Dev, Habib, G. M. Monsur, Khan, Md. Salauddin, Islam, Md. Akhtarul and Mahmud, M. A. Parvez (2021). An early detection of asthma using BOMLA detector. IEEE Access, 9 9402730, 58403-58420. doi: 10.1109/access.2021.3073086
2021
Conference Publication
Deep bidirectional LSTM network learning-aided OFDMA downlink and SC-FDMA uplink
Kadir, Rafiul, Saha, Ritu, Abdul Awal, Md. and Kadir, Mohammad Ismat (2021). Deep bidirectional LSTM network learning-aided OFDMA downlink and SC-FDMA uplink. International Conference on Electronics, Communications and Information Technology (ICECIT), Khulna, Bangladesh, 14-16 September 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICECIT54077.2021.9641123
2021
Conference Publication
COVID-19 fake news detection on social media
Mumenin, Khondoker Mirazul, Reza, Khondker Jahid, Shathi, Swarna Saha, Akter, Humayra, Raihan, M., Hassan, Md Mehedi, Rahman, Shagoto and Abdul Awal, Md (2021). COVID-19 fake news detection on social media. 2021 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh, 26-27 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IC4ME253898.2021.9768523
2021
Conference Publication
Influential causes that affect largely for the survival of a patient with heart-failure: a machine learning perspective
Talin, Iffat Ara, Abid, Mahmudul Hasan, Abdul Awal, Md and Nahid, Abdullah-Al (2021). Influential causes that affect largely for the survival of a patient with heart-failure: a machine learning perspective. International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh, 26-27 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IC4ME253898.2021.9768462
2021
Conference Publication
Understanding world happiness using machine learning techniques
Ibnat, Fabiha, Gyalmo, Jigmey, Alom, Zulfikar, Abdul Awal, Md and Azim, Mohammad Abdul (2021). Understanding world happiness using machine learning techniques. International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh, 26-27 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IC4ME253898.2021.9768407
2020
Journal Article
Alcohol sensing and classification using PCF-based sensor
Iqbal, Faysal, Biswas, Sandipa, Bulbul, Abdullah Al-Mamun, Rahaman, Hasibur, Hossain, Md. Bellal, Rahaman, Md. Ekhlasur and Awal, Md. Abdul (2020). Alcohol sensing and classification using PCF-based sensor. Sensing and Bio-Sensing Research, 30 100384, 1-8. doi: 10.1016/j.sbsr.2020.100384
2020
Conference Publication
Multi-level Intelligent Border Security System
Bulbul, Abdullah Al-Mamun, Abdul Awal, Md., Tariq Hasan, Md., Bellal Hossain, Md., Salim Ahmed, Md. and Iqbal, Faysal (2020). Multi-level Intelligent Border Security System. 2nd International Conference on Soft Computing and Signal Processing ICSCSP 2019, Hyderabad, India, 21–22 June 2019. Heidelberg, Germany: Springer. doi: 10.1007/978-981-15-2475-2_52
2020
Journal Article
Network-based computational approach to identify delineating common cell pathways influencing type 2 diabetes and diseases of bone and joints
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
2020
Conference Publication
EEG based sleep-wake classification using JOPS algorithm
Bulbul, Abdullah Al-Mamun, Abdul Awal, Md. and Debjit, Kumar (2020). EEG based sleep-wake classification using JOPS algorithm. Brain Informatics 13th International Conference, BI 2020, Padua, Italy, 19 September 2020. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-59277-6_33
Supervision
Availability
- Dr Md Abdul Awal is:
- Available for supervision
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