| A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects AE Ezugwu, AM Ikotun, OO Oyelade, L Abualigah, JO Agushaka, CI Eke, ... Engineering Applications of Artificial Intelligence 110, 104743, 2022 | 767 | 2022 |
| Ebola optimization search algorithm: A new nature-inspired metaheuristic optimization algorithm ON Oyelade, AES Ezugwu, TIA Mohamed, L Abualigah IEEE Access 10, 16150-16177, 2022 | 374 | 2022 |
| Automatic clustering algorithms: a systematic review and bibliometric analysis of relevant literature AE Ezugwu, AK Shukla, MB Agbaje, ON Oyelade, A José-García, ... Neural Computing and Applications 33, 6247-6306, 2021 | 164 | 2021 |
| Enhanced intelligent smart home control and security system based on deep learning model O Taiwo, AE Ezugwu, ON Oyelade, MS Almutairi Wireless communications and mobile computing 2022 (1), 9307961, 2022 | 97 | 2022 |
| A deep learning model using data augmentation for detection of architectural distortion in whole and patches of images ON Oyelade, AE Ezugwu Biomedical Signal Processing and Control 65, 102366, 2021 | 82 | 2021 |
| A case-based reasoning framework for early detection and diagnosis of novel coronavirus ON Oyelade, AE Ezugwu Informatics in Medicine Unlocked 20, 100395, 2020 | 65 | 2020 |
| Automatic detection and classification of lung cancer CT scans based on deep learning and ebola optimization search algorithm TIA Mohamed, ON Oyelade, AE Ezugwu Plos one 18 (8), e0285796, 2023 | 61 | 2023 |
| A generative adversarial network for synthetization of regions of interest based on digital mammograms ON Oyelade, AE Ezugwu, MS Almutairi, AK Saha, L Abualigah, ... Scientific Reports 12 (1), 6166, 2022 | 56 | 2022 |
| CovFrameNet: An enhanced deep learning framework for COVID-19 detection ON Oyelade, AES Ezugwu, H Chiroma Ieee Access 9, 77905-77919, 2021 | 56 | 2021 |
| A hybrid binary dwarf mongoose optimization algorithm with simulated annealing for feature selection on high dimensional multi-class datasets OA Akinola, AE Ezugwu, ON Oyelade, JO Agushaka Scientific Reports 12 (1), 14945, 2022 | 52 | 2022 |
| Characterization of abnormalities in breast cancer images using nature‐inspired metaheuristic optimized convolutional neural networks model ON Oyelade, AE Ezugwu Concurrency and Computation: Practice and Experience 34 (4), e6629, 2022 | 50 | 2022 |
| A state-of-the-art survey on deep learning methods for detection of architectural distortion from digital mammography ON Oyelade, AES Ezugwu IEEE access 8, 148644-148676, 2020 | 48 | 2020 |
| A novel wavelet decomposition and transformation convolutional neural network with data augmentation for breast cancer detection using digital mammogram ON Oyelade, AE Ezugwu Scientific Reports 12 (1), 5913, 2022 | 44 | 2022 |
| Ebola Optimization Search Algorithm (EOSA): A new metaheuristic algorithm based on the propagation model of Ebola virus disease ON Oyelade, AE Ezugwu arXiv preprint arXiv:2106.01416, 2021 | 43 | 2021 |
| A bioinspired neural architecture search based convolutional neural network for breast cancer detection using histopathology images ON Oyelade, AE Ezugwu Scientific Reports 11 (1), 19940, 2021 | 36 | 2021 |
| Machine learning research trends in Africa: a 30 years overview with bibliometric analysis review AE Ezugwu, ON Oyelade, AM Ikotun, JO Agushaka, YS Ho Archives of Computational Methods in Engineering 30 (7), 4177-4207, 2023 | 33 | 2023 |
| A machine learning solution framework for combatting COVID-19 in smart cities from multiple dimensions AE Ezugwu, IAT Hashem, MA Al-Garadi, IN Abdullahi, O Otegbeye, ... | 33 | 2020 |
| A twin convolutional neural network with hybrid binary optimizer for multimodal breast cancer digital image classification ON Oyelade, EA Irunokhai, H Wang Scientific Reports 14 (1), 692, 2024 | 26 | 2024 |
| Immunity-based Ebola optimization search algorithm for minimization of feature extraction with reduction in digital mammography using CNN models ON Oyelade, AE Ezugwu Scientific Reports 12 (1), 17916, 2022 | 23 | 2022 |
| Advanced dwarf mongoose optimization for solving CEC 2011 and CEC 2017 benchmark problems JO Agushaka, O Akinola, AE Ezugwu, ON Oyelade, AK Saha Plos one 17 (11), e0275346, 2022 | 20 | 2022 |
Absalom El-Shamir EzugwuProfessor of Computer Science, North-West Universityכתובת אימייל מאומתת בדומיין nwu.ac.za
