| XGB-RF: A hybrid machine learning approach for IoT intrusion detection JA Faysal, ST Mostafa, JS Tamanna, KM Mumenin, MM Arifin, MA Awal, ... Telecom 3 (1), 52-69, 2022 | 33 | 2022 |
| An improved machine-learning approach for COVID-19 prediction using Harris Hawks optimization and feature analysis using SHAP K Debjit, MS Islam, MA Rahman, FT Pinki, RD Nath, S Al-Ahmadi, ... Diagnostics 12 (5), 1023, 2022 | 27 | 2022 |
| HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis MS Islam, MA Awal, JN Laboni, FT Pinki, S Karmokar, KM Mumenin, ... Computers in Biology and Medicine 147, 105671, 2022 | 22 | 2022 |
| A modified aquila-based optimized XGBoost framework for detecting probable seizure status in neonates KM Mumenin, P Biswas, MAM Khan, AS Alammary, AA Nahid Sensors 23 (16), 7037, 2023 | 4 | 2023 |
| An improved machine-learning approach for COVID-19 prediction using harris hawks optimization and feature analysis using SHAP. Diagnostics 2022; 12 (5): 1023 K Debjit, MS Islam, MA Rahman, FT Pinki, RD Nath, S Al-Ahmadi, ... s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2022 | 2 | 2022 |
| OLGBM: Optuna optimized light gradient boosting machine for intrusion detection MM Arifin, MA Based, KM Mumenin, A Imran, MA Azim, Z Alom, MA Awal 2021 International Conference on Computer, Communication, Chemical …, 2021 | 2 | 2021 |
| COVID-19 fake news detection on social media KM Mumenin, KJ Reza, SS Shathi, H Akter, M Raihan, MM Hassan, ... 2021 International Conference on Computer, Communication, Chemical …, 2021 | 2 | 2021 |
| HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting FT Pinki, MA Awal, KM Mumenin, MS Hossain, JA Faysal, R Rana, ... Mathematics 11 (18), 3960, 2023 | | 2023 |
| GWO-XGB: Grey Wolf Optimization-based eXtreme Gradient Boosting for Hypertension Prediction in Bangladesh T Tahsin, KM Mumenin, FT Pinki, AB Tuli, S Sikder, MA Rahman, ... 2021 International Conference on Electronics, Communications and Information …, 2021 | | 2021 |
Dr Md Abdul AwalPostdoctoral Research Fellow, The University of QueenslandVerified email at ece.ku.ac.bd
