Survival prediction of heart failure patients using machine learning techniques A Newaz, N Ahmed, FS Haq Informatics in Medicine Unlocked 26, 100772, 2021 | 55 | 2021 |
An intelligent decision support system for the accurate diagnosis of cervical cancer A Newaz, S Muhtadi, FS Haq Knowledge-Based Systems 245, 108634, 2022 | 24 | 2022 |
Machine-learning-enabled multimode fiber specklegram sensors: a review A Newaz, MO Faruque, R Al Mahmud, RH Sagor, MZM Khan IEEE Sensors Journal 23 (18), 20937-20950, 2023 | 12 | 2023 |
Predicting complications of myocardial infarction within several hours of hospitalization using data mining techniques A Newaz, MS Mohosheu, MA Al Noman Informatics in Medicine Unlocked 42, 101361, 2023 | 10 | 2023 |
An empirical analysis of the efficacy of different sampling techniques for imbalanced classification A Newaz, S Hassan, FS Haq arXiv preprint arXiv:2208.11852, 2022 | 9 | 2022 |
A case study on risk prediction in heart failure patients using random survival forest A Newaz, FS Haq, N Ahmed 2021 5th International Conference on Electrical Engineering and Information …, 2021 | 9 | 2021 |
Diagnosis of liver disease using cost-sensitive support vector machine classifier A Newaz, N Ahmed, FS Haq 2021 International Conference on Computational Performance Evaluation (ComPE …, 2021 | 8 | 2021 |
A novel hybrid sampling framework for imbalanced learning A Newaz, FS Haq arXiv preprint arXiv:2208.09619, 2022 | 6 | 2022 |
ibrf: Improved balanced random forest classifier A Newaz, MS Mohosheu, MA Al Noman, T Jabid 2024 35th Conference of Open Innovations Association (FRUCT), 501-508, 2024 | 4 | 2024 |
Performance improvement of heart disease prediction by identifying optimal feature sets using feature selection technique A Newaz, S Muhtadi 2021 International Conference on Information Technology (ICIT), 446-450, 2021 | 3 | 2021 |
A comprehensive evaluation of sampling techniques in addressing class imbalance across diverse datasets MS Mohosheu, MDA al Noman, A Newaz, T Jabid 2024 6th International Conference on Electrical Engineering and Information …, 2024 | 2 | 2024 |
A Sophisticated Framework for the Accurate Detection of Phishing Websites A Newaz, FS Haq, N Ahmed arXiv preprint arXiv:2403.09735, 2024 | 2 | 2024 |
An ml-based decision support system for reliable diagnosis of ovarian cancer by leveraging explainable ai A Newaz, A Taharat, MS Islam, K Islam, AGMFH Akanda Informatics in Medicine Unlocked 49, 101553, 2024 | 2* | 2024 |
Effective Diagnosis of Cervical Cancer Using Balanced Random Forest Classifier A Newaz, F Shahriyar Haq, N Ahmed Artificial Intelligence and Sustainable Computing: Proceedings of ICSISCET …, 2022 | 1 | 2022 |
Exploring New Frontiers in Imbalanced Learning: Data Complexity-Based Solutions A Newaz East West Univertsity, 2024 | | 2024 |
iCost: A Novel Instance Complexity Based Cost-Sensitive Learning Framework A Newaz, AUR Adib, T Jabid arXiv preprint arXiv:2409.13007, 2024 | | 2024 |
Survival Analysis of Breast Cancer Patients: A Population-Based Study from SEER MS Rahman, AI Keats, MA Kabir, A Newaz, MM Islam 2023 International Conference on Electrical, Computer and Energy …, 2023 | | 2023 |
A Hybrid Transfer Learning Assisted Decision Support System for Accurate Prediction of Alzheimer Disease MK Mahadi, A Abdullah, J Uddin, A Newaz arXiv preprint arXiv:2310.08888, 2023 | | 2023 |