Overview
Availability
- Dr Md Abdul Awal is:
- Available for supervision
Works
Search Professor Md Abdul Awal’s works on UQ eSpace
2024
Conference Publication
Integrating dielectric modelling with machine learning for skin cancer classification
Awal, Md Abdul, Naqvi, Syed Akbar Raza and Abbosh, Amin (2024). Integrating dielectric modelling with machine learning for skin cancer classification. 2024 IEEE Asia-Pacific Microwave Conference (APMC), Bali, Indonesia, 17-20 November 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/apmc60911.2024.10867598
2024
Journal Article
HepNet: deep neural network for classification of early-stage hepatic steatosis using microwave signals
Hasan, Sazid, Brankovic, Aida, Awal, Md Abdul, Rezaeieh, Sasan Ahdi, Keating, Shelley E., Abbosh, Amin M. and Zamani, Ali (2024). HepNet: deep neural network for classification of early-stage hepatic steatosis using microwave signals. IEEE Journal of Biomedical and Health Informatics, 29 (1), 142-151. doi: 10.1109/jbhi.2024.3489626
2024
Conference Publication
Scaled wavelet for hepatic steatosis classification using microwave signals
Hasan, Sazid, Zamani, Ali, Awal, Md Abdul and Abbosh, Amin (2024). Scaled wavelet for hepatic steatosis classification using microwave signals. 2024 IEEE International Symposium on Antennas and Propagation and INC/USNC‐URSI Radio Science Meeting (AP-S/INC-USNC-URSI), Firenze, Italy, 14-19 July 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ap-s/inc-usnc-ursi52054.2024.10686529
2024
Journal Article
Adaptive weighted vector means optimization for healthy and malignant skin modeling at microwave frequencies using clinical data
Awal, Md. Abdul, Naqvi, Syed Akbar Raza, Foong, Damien and Abbosh, Amin (2024). Adaptive weighted vector means optimization for healthy and malignant skin modeling at microwave frequencies using clinical data. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 8 (2), 1-12. doi: 10.1109/jerm.2024.3374090
2024
Journal Article
Towards non-invasive liver health monitoring: comprehensive microwave dielectric spectroscopy of freshly excised human abdominal tissues
Awal, Md. Abdul, Janani, Azin S., Rezaeieh, Sasan Ahdi, Macdonald, Graeme A. and Abbosh, Amin (2024). Towards non-invasive liver health monitoring: comprehensive microwave dielectric spectroscopy of freshly excised human abdominal tissues. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 9 (99), 1-13. doi: 10.1109/jerm.2024.3416758
2023
Journal Article
HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting
Pinki, Farhana Tazmim, Awal, Md Abdul, Mumenin, Khondoker Mirazul, Hossain, Md. Shahadat, Faysal, Jabed Al, Rana, Rajib, Almuqren, Latifah, Ksibi, Amel and Samad, Md Abdus (2023). HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting. Mathematics, 11 (18) 3960, 1-19. doi: 10.3390/math11183960
2022
Conference Publication
Fake news detection of COVID-19 using machine learning techniques
Ghosh, Promila, Raihan, M., Hassan, Md. Mehedi, Akter, Laboni, Zaman, Sadika and Awal, Md. Abdul (2022). Fake news detection of COVID-19 using machine learning techniques. ICO 2021: Intelligent Computing and Optimization, Online, 30 - 31 December 2021. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-93247-3_46
2022
Journal Article
Early Prediction of Diabetes Using an Ensemble of Machine Learning Models
Dutta, Aishwariya, Hasan, Md. Kamrul, Ahmad, Mohiuddin, Awal, Md. Abdul, Islam, Md. Akhtarul, Masud, Mehedi and Meshref, Hossam (2022). Early Prediction of Diabetes Using an Ensemble of Machine Learning Models. International Journal of Environmental Research and Public Health, 19 (19) 12378, 1-25. doi: 10.3390/ijerph191912378
2022
Journal Article
HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-section prediction and XAI-based cause analysis
Islam, Md Saiful, Awal, Md. Abdul, Laboni, Jinnaton Nessa, Pinki, Farhana Tazmim, Karmokar, Shatu, Mumenin, Khondoker Mirazul, Al-Ahmadi, Saad, Rahman, Md. Ashfikur, Hossain, Md. Shahadat and Mirjalili, Seyedali (2022). HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-section prediction and XAI-based cause analysis. Computers in Biology and Medicine, 147 105671, 1-14. doi: 10.1016/j.compbiomed.2022.105671
2022
Journal Article
Development of a smartphone-based expert system for COVID-19 risk prediction at early stage
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
2022
Journal Article
An improved machine-learning approach for COVID-19 prediction using Harris hawks optimization and feature analysis using SHAP
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, 1-19. doi: 10.3390/diagnostics12051023
2022
Journal Article
Machine Learning Approaches for Predicting Hypertension and Its Associated Factors Using Population-Level Data From Three South Asian Countries
Islam, Sheikh Mohammed Shariful, Talukder, Ashis, Awal, Md. Abdul, Siddiqui, Md. Muhammad Umer, Ahamad, Md. Martuza, Ahammed, Benojir, Rawal, Lal B., Alizadehsani, Roohallah, Abawajy, Jemal, Laranjo, Liliana, Chow, Clara K. and Maddison, Ralph (2022). Machine Learning Approaches for Predicting Hypertension and Its Associated Factors Using Population-Level Data From Three South Asian Countries. Frontiers in Cardiovascular Medicine, 9 839379, 1-9. doi: 10.3389/fcvm.2022.839379
2022
Journal Article
Machine learning models for classification and identification of significant attributes to detect type 2 diabetes
Howlader, Koushik Chandra, Satu, Md. Shahriare, Awal, Md. Abdul, Islam, Md. Rabiul, Islam, Sheikh Mohammed Shariful, Quinn, Julian M. W. and Moni, Mohammad Ali (2022). Machine learning models for classification and identification of significant attributes to detect type 2 diabetes. Health Information Science and Systems, 10 (1) 2, 2. doi: 10.1007/s13755-021-00168-2
2022
Journal Article
XGB-RF: A hybrid machine learning approach for IoT intrusion detection
Faysal, Jabed Al, Mostafa, Sk Tahmid, Tamanna, Jannatul Sultana, Mumenin, Khondoker Mirazul, Arifin, Md. Mashrur, Awal, Md. Abdul, Shome, Atanu and Mostafa, Sheikh Shanawaz (2022). XGB-RF: A hybrid machine learning approach for IoT intrusion detection. Telecom, 3 (1), 52-69. doi: 10.3390/telecom3010003
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
2022
Journal Article
Bioinformatics and system biology techniques to determine biomolecular signatures and pathways of prion disorder
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, 1-14. doi: 10.1177/11779322221145373
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
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
Funding
Current funding
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Availability
- Dr Md Abdul Awal is:
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