Md. Abdul Awal

According to our database, Md. Abdul Awal authored at least 27 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

HepNet: Deep Neural Network for Classification of Early-Stage Hepatic Steatosis Using Microwave Signals.

Sazid Hasan, Aida Brankovic, Md. Abdul Awal, Sasan Ahdi Rezaeieh, Shelley E. Keating, Amin M. Abbosh, Ali Zamani

IEEE J. Biomed. Health Informatics, January, 2025

2024

EvaluateXAI: A framework to evaluate the reliability and consistency of rule-based XAI techniques for software analytics tasks.

Md. Abdul Awal, Chanchal K. Roy

J. Syst. Softw., 2024

Comparing Robustness Against Adversarial Attacks in Code Generation: LLM-Generated vs. Human-Written.

Md. Abdul Awal, Mrigank Rochan, Chanchal K. Roy

CoRR, 2024

Investigating Adversarial Attacks in Software Analytics via Machine Learning Explainability.

Md. Abdul Awal, Mrigank Rochan, Chanchal K. Roy

CoRR, 2024

Machine Learning Models for the Identification of Cardiovascular Diseases Using UK Biobank Data.

Sheikh Mohammed Shariful Islam, Moloud Abrar, Teketo Tegegne, Liliana Loranjo, Chandan Karmakar, Md. Abdul Awal, Md. Shahadat Hossain, Muhammad Ashad Kabir, Mufti Mahmud, Abbas Khosravi, George Siopis, Jeban Chandir Moses, Ralph Maddison

CoRR, 2024

2022

Machine learning models for classification and identification of significant attributes to detect type 2 diabetes.

Koushik Chandra Howlader, Md. Shahriare Satu, Md. Abdul Awal, Md. Rabiul Islam, Sheikh Mohammed Shariful Islam, Julian M. W. Quinn, Mohammad Ali Moni

Health Inf. Sci. Syst., 2022

HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis.

Md. Saiful Islam, Md. Abdul Awal, Jinnaton Nessa Laboni, Farhana Tazmim Pinki, Shatu Karmokar, Khondoker Mirazul Mumenin, Saad Al-Ahmadi, Md. Ashfikur Rahman, Md. Shahadat Hossain, Seyedali Mirjalili

Comput. Biol. Medicine, 2022

Bangla Natural Language Processing: A Comprehensive Analysis of Classical, Machine Learning, and Deep Learning-Based Methods.

Ovishake Sen, Mohtasim Fuad, Md. Nazrul Islam, Jakaria Rabbi, Mehedi Masud, Md. Kamrul Hasan, Md. Abdul Awal, Awal Ahmed Fime, Md. Tahmid Hasan Fuad, Delowar Sikder, Md. Akil Raihan Iftee

IEEE Access, 2022

2021

Design and Optimization of ECG Modeling for Generating Different Cardiac Dysrhythmias.

Md. Abdul Awal, Sheikh Shanawaz Mostafa, Mohiuddin Ahmad, Mohammad Ashik Alahe, Mohd Abdur Rashid, Abbas Z. Kouzani, M. A. Parvez Mahmud

Sensors, 2021

Acute Lymphoblastic Leukemia Detection from Microscopic Images Using Weighted Ensemble of Convolutional Neural Networks.

Chayan Mondal, Md. Kamrul Hasan, Md. Tasnim Jawad, Aishwariya Dutta, Md. Rabiul Islam, Md. Abdul Awal, Mohiuddin Ahmad

CoRR, 2021

Human Activity Analysis and Recognition from Smartphones using Machine Learning Techniques.

Jakaria Rabbi, Md. Tahmid Hasan Fuad, Md. Abdul Awal

CoRR, 2021

EEG Channel Correlation Based Model for Emotion Recognition.

Md. Rabiul Islam, Md. Milon Islam, Md. Mustafizur Rahman, Chayan Mondal, Suvojit Kumar Singha, Mohiuddin Ahmad, Md. Abdul Awal, Md. Saiful Islam, Mohammad Ali Moni

Comput. Biol. Medicine, 2021

PreDTIs: prediction of drug-target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques.

S. M. Hasan Mahmud, Wenyu Chen, Yongsheng Liu, Md. Abdul Awal, Kawsar Ahmed, Md. Habibur Rahman, Mohammad Ali Moni

Briefings Bioinform., 2021

LDPC coded hybrid discrete cosine transform and Fejér-Korovkin wavelet transform-based SC-FDMA for image communication.

Rafiul Kadir, Ritu Saha, Md. Mueid Akhter, Md. Abdul Awal, Mohammad Ismat Kadir

Array, 2021

A Novel Bayesian Optimization-Based Machine Learning Framework for COVID-19 Detection From Inpatient Facility Data.

Md. Abdul Awal, Mehedi Masud, Md. Shahadat Hossain, Abdullah Al-Mamun Bulbul, S. M. Hasan Mahmud, Anupam Kumar Bairagi

IEEE Access, 2021

An Early Detection of Asthma Using BOMLA Detector.

Md. Abdul Awal, Md. Shahadat Hossain, Kumar Debjit, Nafiz Ahmed, Rajan Dev Nath, G. M. Monsur Habib, Md. Salauddin Khan, Md. Akhtarul Islam, M. A. Parvez Mahmud

IEEE Access, 2021

Associating Measles Vaccine Uptake Classification and its Underlying Factors Using an Ensemble of Machine Learning Models.

Md. Kamrul Hasan, Md. Tasnim Jawad, Aishwariya Dutta, Md. Abdul Awal, Md. Akhtarul Islam, Mehedi Masud, Jehad F. Al-Amri

IEEE Access, 2021

Fake News Detection of COVID-19 Using Machine Learning Techniques.

Promila Ghosh, M. Raihan, Md. Mehedi Hassan, Laboni Akter, Sadika Zaman, Md. Abdul Awal

ICO, 2021

2020

A Novel Ultra-Low Loss Rectangle-Based Porous-Core PCF for Efficient THz Waveguidance: Design and Numerical Analysis.

Abdullah Al-Mamun Bulbul, Farjana Imam, Md. Abdul Awal, M. A. Parvez Mahmud

Sensors, 2020

Design of sEMG-based clench force estimator in FPGA using artificial neural networks.

Sheikh Shanawaz Mostafa, Md. Abdul Awal, Mohiuddin Ahmad, Fernando Morgado Dias

Neural Comput. Appl., 2020

Network-Based Computational Approach to Identify Delineating Common Cell Pathways Influencing Type 2 Diabetes and Diseases of Bone and Joints.

Mohammad Ali Moni, M. Babul Islam, Md. Rezanur Rahman, Md Rashed-Al-Mahfuz, Md. Abdul Awal, Sheikh Mohammed Shariful Islam, Md. Nurul Haque Mollah, Julian M. W. Quinn

IEEE Access, 2020

Toxic Chemicals Detection using Photonic Crystal Fiber in THz Regime.

Abdullah Al-Mamun Bulbul, Rayhan Habib Jibon, Md. Abdul Awal, Etu Podder, Himadri Shekhar Mondal, Md. Salim Ahmed, Md. Bellal Hossain, Md. Mahmudul Hasan, Avijit Saha

Proceedings of the 11th International Conference on Computing, 2020

Highly Sensitive Photonic Crystal Fiber for Illegal Drugs Detection in THz Regime.

Abdullah Al-Mamun Bulbul, Md. Abdul Awal, Md. Ekhlasur Rahaman, Farjana Imam, Etu Podder, Md. Salim Ahmed, Md. Bellal Hossain, Himadri Shekhar Mondal, Faysal Iqbal

Proceedings of the 11th International Conference on Computing, 2020

EEG Based Sleep-Wake Classification Using JOPS Algorithm.

Abdullah Al-Mamun Bulbul, Md. Abdul Awal, Kumar Debjit

Proceedings of the Brain Informatics - 13th International Conference, 2020

2017

An automatic fast optimization of Quadratic Time-frequency Distribution using the hybrid genetic algorithm.

Md. Abdul Awal, Boualem Boashash

Signal Process., 2017

A robust high-resolution time-frequency representation based on the local optimization of the short-time fractional Fourier transform.

Md. Abdul Awal, Samir Ouelha, Shiying Dong, Boualem Boashash

Digit. Signal Process., 2017

A Method for Designing Emg Integrator using an FPGA.

Sheikh Shanawaz Mostafa, Md. Abdul Awal, Mohiuddin Ahmad, Fernando Morgado Dias

Proceedings of the International Conference and Workshop on Bioinspired Intelligence, 2017