| A Survey of Ensemble Learning: Concepts, Algorithms, Applications, and Prospects ID Mienye, Y Sun IEEE Access 10, 99129 - 99149, 2022 | 226 | 2022 |
| An improved ensemble learning approach for the prediction of heart disease risk ID Mienye, Y Sun, Z Wang Informatics in Medicine Unlocked 20, 100402, 2020 | 192 | 2020 |
| Prediction performance of improved decision tree-based algorithms: a review ID Mienye, Y Sun, Z Wang Procedia Manufacturing 35, 698-703, 2019 | 170 | 2019 |
| A neural network ensemble with feature engineering for improved credit card fraud detection E Esenogho, ID Mienye, TG Swart, K Aruleba, G Obaido IEEE Access 10, 16400-16407, 2022 | 135 | 2022 |
| Improved sparse autoencoder based artificial neural network approach for prediction of heart disease ID Mienye, Y Sun, Z Wang Informatics in Medicine Unlocked 18, 100307, 2020 | 118 | 2020 |
| Performance analysis of cost-sensitive learning methods with application to imbalanced medical data ID Mienye, Y Sun Informatics in Medicine Unlocked 25, 100690, 2021 | 98 | 2021 |
| Improved Heart Disease Prediction Using Particle Swarm Optimization Based Stacked Sparse Autoencoder ID Mienye, Y Sun Electronics 10 (19), 2347, 2021 | 62 | 2021 |
| A machine learning method with filter-based feature selection for improved prediction of chronic kidney disease SA Ebiaredoh-Mienye, TG Swart, E Esenogho, ID Mienye Bioengineering 9 (8), 350, 2022 | 52 | 2022 |
| An interpretable machine learning approach for hepatitis b diagnosis G Obaido, B Ogbuokiri, TG Swart, N Ayawei, SM Kasongo, K Aruleba, ... Applied sciences 12 (21), 11127, 2022 | 34 | 2022 |
| COVID-19 diagnosis: A review of rapid antigen, RT-PCR and artificial intelligence methods RT Aruleba, TA Adekiya, N Ayawei, G Obaido, K Aruleba, ID Mienye, ... Bioengineering 9 (4), 153, 2022 | 32 | 2022 |
| A deep learning ensemble with data resampling for credit card fraud detection ID Mienye, Y Sun IEEE Access 11, 30628-30638, 2023 | 31 | 2023 |
| Improved predictive sparse decomposition method with DenseNet for prediction of lung cancer ID Mienye, Y Sun, Z Wang International Journal of Computing 19 (4), 533-541, 2020 | 20 | 2020 |
| Sparse noise minimization in image classification using Genetic Algorithm and DenseNet ID Mienye, PK Ainah, ID Emmanuel, E Esenogho 2021 Conference on Information Communications Technology and Society (ICTAS …, 2021 | 13 | 2021 |
| Enhanced prediction of chronic kidney disease using feature selection and boosted classifiers ID Mienye, G Obaido, K Aruleba, OA Dada International Conference on Intelligent Systems Design and Applications, 527-537, 2021 | 11 | 2021 |
| Effective feature selection for improved prediction of heart disease ID Mienye, Y Sun Pan-African Artificial Intelligence and Smart Systems Conference, 94-107, 2021 | 11 | 2021 |
| A machine learning method with hybrid feature selection for improved credit card fraud detection ID Mienye, Y Sun Applied Sciences 13 (12), 7254, 2023 | 9 | 2023 |
| Demography of machine learning education within the K12 K Aruleba, OA Dada, ID Mienye, G Obaido International Conference on Innovations in Bio-Inspired Computing and …, 2021 | 3 | 2021 |
| Improved Machine Learning Algorithms with Application to Medical Diagnosis ID Mienye, Y Sun, Z Wang University of Johannesburg, 2021 | 3 | 2021 |
| Heart disease prediction using enhanced machine learning techniques ID Mienye, Y Sun Intelligent Systems and Machine Learning for Industry, 93-114, 2022 | 2 | 2022 |
| A voting classifier for mortality prediction post-thoracic surgery G Obaido, B Ogbuokiri, ID Mienye, SM Kasongo International Conference on Intelligent Systems Design and Applications, 263-272, 2022 | 2 | 2022 |
Yanxia SunDepartment of Electrical and Electronic Engineering Science,University of Johannesburg在 uj.ac.za 的电子邮件经过验证
