An Improved Optimization Algorithm-Based Prediction Approach for the Weekly Trend of COVID-19 Considering the Total Vaccination in Malaysia: A Novel Hybrid Machine Learning Approach. - Marzia Ahmed; Mohd Herwan Sulaiman; Ahmad Johari Mohamad; Mostafijur Rahman (TCCE, 2022)

Internet of Things (IoT) based ECG System for Rural Health Care. - Md. Obaidur Rahman; Mohammod Abul Kashem; Al-Akhir Nayan; Most. Fahmida Akter; Fazly Rabbi; Marzia Ahmed; Mohammad Asaduzzaman Chowdhury (CoRR, 2022)

Maternal Health Risk. - Marzia Ahmed (UCI Machine Learning Repository, 2023)

Gooseneck barnacle optimization algorithm: A novel nature inspired optimization theory and application. - Marzia Ahmed; Mohd Herwan Sulaiman; Ahmad Johari Mohamad; Mostafijur Rahman (Math. Comput. Simul., 2024)

Air Pollutant (CO) Forecasting: A Hybrid Approach Using Gooseneck Barnacle Optimization and Artificial Neural Networks. - Marzia Ahmed; Ahmad Johari Mohamad; Md. Maruf Hassan; Touhid Bhuiyan (ICAIC, 2025)

MetaForecaster: A PSO-Driven Neural Model for Sustainable Industrial Air Quality Management. - Marzia Ahmed; Shahrin Islam; Mohd Herwan Sulaiman; Md. Maruf Hassan; Touhid Bhuiyan (IEEE Access, 2025)

Predicting the Classification of Heart Failure Patients Using Optimized Machine Learning Algorithms. - Marzia Ahmed; Mohd Herwan Sulaiman; Md. Maruf Hassan; Touhid Bhuiyan (IEEE Access, 2025)