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Domor Mienye
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Cited by
Cited by
Year
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
1752020
Prediction performance of improved decision tree-based algorithms: a review
ID Mienye, Y Sun, Z Wang
Procedia Manufacturing 35, 698-703, 2019
1432019
A Survey of Ensemble Learning: Concepts, Algorithms, Applications, and Prospects
ID Mienye, Y Sun
IEEE Access 10, 99129 - 99149, 2022
1422022
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
1102020
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
1052022
Performance analysis of cost-sensitive learning methods with application to imbalanced medical data
ID Mienye, Y Sun
Informatics in Medicine Unlocked 25, 100690, 2021
812021
Improved Heart Disease Prediction Using Particle Swarm Optimization Based Stacked Sparse Autoencoder
ID Mienye, Y Sun
Electronics 10 (19), 2347, 2021
572021
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
402022
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
282022
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
252022
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
172020
A deep learning ensemble with data resampling for credit card fraud detection
ID Mienye, Y Sun
IEEE Access 11, 30628-30638, 2023
152023
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
112021
Effective feature selection for improved prediction of heart disease
ID Mienye, Y Sun
Pan-African Artificial Intelligence and Smart Systems Conference, 94-107, 2021
102021
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
92021
A machine learning method with hybrid feature selection for improved credit card fraud detection
ID Mienye, Y Sun
Applied Sciences 13 (12), 7254, 2023
72023
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
32021
Improved Machine Learning Algorithms with Application to Medical Diagnosis
ID Mienye, Y Sun, Z Wang
University of Johannesburg, 2021
32021
Heart disease prediction using enhanced machine learning techniques
ID Mienye, Y Sun
Intelligent Systems and Machine Learning for Industry, 93-114, 2022
22022
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
22022
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