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2020 – today
- 2025
[j15]Chiagoziem Chima Ukwuoma
, Dongsheng Cai, Ebere Eziefuna, Ariyo Oluwasanmi, Sabirin F. Abdi, Gladys Wavinya Muoka, Dara Thomas, Kwabena Sarpong:
Enhancing histopathological medical image classification for Early cancer diagnosis using deep learning and explainable AI - LIME & SHAP. Biomed. Signal Process. Control. 100: 107014 (2025)- 2024
- [j14]Chukwuebuka Joseph Ejiyi, Zhen Qin, Makuachukwu Bennedith Ejiyi, Chiagoziem Chima Ukwuoma, Thomas Ugochukwu Ejiyi, Gladys Wavinya Muoka, Emmanuel S. A. Gyarteng, Olusola Bamisile:
MACCoM: A multiple attention and convolutional cross-mixer framework for detailed 2D biomedical image segmentation. Comput. Biol. Medicine 179: 108847 (2024) - [j13]Favour Ekong, Yongbin Yu, Rutherford Agbeshi Patamia, Kwabena Sarpong, Chiagoziem Chima Ukwuoma, Akpanika Robert Ukot, Jingye Cai:
RetVes segmentation: A pseudo-labeling and feature knowledge distillation optimization technique for retinal vessel channel enhancement. Comput. Biol. Medicine 182: 109150 (2024) - [j12]Jehoiada Kofi Jackson, Kwame Opuni-Boachie Obour Agyekum, Kwabena Sarpong, Chiagoziem Chima Ukwuoma, Rutherford Agbeshi Patamia, Zhiguang Qin:
Hazy to hazy free: A comprehensive survey of multi-image, single-image, and CNN-based algorithms for dehazing. Comput. Sci. Rev. 54: 100669 (2024) - [j11]Kwabena Sarpong, Zhiguang Qin, Rajab Ssemwogerere, Rutherford Agbeshi Patamia, Asha Mzee Khamis, Enoch Opanin Gyamfi, Favour Ekong, Chiagoziem Chima Ukwuoma:
Hyperspectral image classification using Second-Order Pooling with Graph Residual Unit Network. Expert Syst. Appl. 238(Part E): 122202 (2024) - [j10]Linda Delali Fiasam, Yunbo Rao, Collins Sey, Esther Stacy E. B. Aggrey, Seth Larweh Kodjiku, Kwame Opuni-Boachie Obour Agyekum, Annicet Razafindratovolahy, Isaac Adjei Mensah, Chiagoziem Chima Ukwuoma, Francis Sam:
DAW-FA: Domain-aware adaptive weighting with fine-grain attention for unsupervised MRI harmonization. J. King Saud Univ. Comput. Inf. Sci. 36(8): 102157 (2024) - [j9]Leta Yobsan Bayisa, Weidong Wang, Qingxian Wang, Chiagoziem Chima Ukwuoma, Hirpesa Kebede Gutema, Ahmed Endris, Turi Abu:
Unified deep learning model for multitask representation and transfer learning: image classification, object detection, and image captioning. Int. J. Mach. Learn. Cybern. 15(10): 4617-4637 (2024) - [j8]Victor Kwaku Agbesi, Wenyu Chen, Sophyani Banaamwini Yussif, Md Altab Hossin, Chiagoziem Chima Ukwuoma, Noble Arden Elorm Kuadey, Colin Collinson Agbesi, Nagwan M. Abdel Samee, Mona M. Jamjoom, Mugahed A. Al-antari:
Pre-Trained Transformer-Based Models for Text Classification Using Low-Resourced Ewe Language. Syst. 12(1): 1 (2024) - [c4]Bole Wilfried Tienin, Guolong Cui, Yannick Abel Talla Nana, Chiagoziem Chima Ukwuoma, Roldan Mba Esidang, Mohammed Raouf Senouci:
FedRS-Net: A Federated Learning Approach for Collaborative Multi-Modal Maritime Analytics. FUSION 2024: 1-8 - 2023
- [j7]Chiagoziem Chima Ukwuoma, Zhiguang Qin, Bole Wilfried Tienin, Sophyani Banaamwini Yussif, Chukwuebuka Joseph Ejiyi, Gilbert C. Urama, Chibueze D. Ukwuoma, Ijeoma Amuche Chikwendu:
Synthetic Aperture Radar Automatic Target Recognition Based on a Simple Attention Mechanism. Int. J. Interact. Multim. Artif. Intell. 8(4): 67 (2023) - [j6]Ijeoma Amuche Chikwendu, Xiaoling Zhang, Isaac Osei Agyemang, Isaac Adjei Mensah, Chiagoziem Chima Ukwuoma, Chukwuebuka Joseph Ejiyi:
A Comprehensive Survey on Deep Graph Representation Learning Methods. J. Artif. Intell. Res. 78: 287-356 (2023) - [j5]Chiagoziem Chima Ukwuoma, Dongsheng Cai, Md Belal Bin Heyat, Olusola Bamisile, Humphrey Adun, Zaid Al-Huda, Mugahed A. Al-antari:
Deep learning framework for rapid and accurate respiratory COVID-19 prediction using chest X-ray images. J. King Saud Univ. Comput. Inf. Sci. 35(7): 101596 (2023) - [c3]Victor Kwaku Agbesi, Wenyu Chen, Sintayehu M. Gizaw, Chiagoziem Chima Ukwuoma, Abush S. Ameneshewa, Chukwuebuka Joseph Ejiyi:
Attention Based BiGRU-2DCNN with Hunger Game Search Technique for Low-Resource Document-Level Sentiment Classification. IPMV 2023: 48-54 - 2022
- [j4]Pragati Tripathi, M. A. Ansari, Tapan Kumar Gandhi, Rajat Mehrotra, Md Belal Bin Heyat, Faijan Akhtar, Chiagoziem Chima Ukwuoma, Abdullah Yahya Mohammed Muaad, Yasser M. Kadah, Mugahed A. Al-antari, Jianping Li:
Ensemble Computational Intelligent for Insomnia Sleep Stage Detection via the Sleep ECG Signal. IEEE Access 10: 108710-108721 (2022) - [j3]Chiagoziem Chima Ukwuoma, Zhiguang Qin, Victor Kwaku Agbesi, Chukwuebuka Joseph Ejiyi, Olusola Bamisile, Ijeoma Amuche Chikwendu, Bole Wilfried Tienin, Md Altab Hossin:
LCSB-inception: Reliable and effective light-chroma separated branches for Covid-19 detection from chest X-ray images. Comput. Biol. Medicine 150: 106195 (2022) - [j2]Chiagoziem Chima Ukwuoma, Zhiguang Qin, Victor Kwaku Agbesi, Bernard Cobbinah Mawuli, Sophyani Banaamwini Yussif, Hassan Sani Abubakar, Bona D. Lemessa:
Dual_Pachi: Attention-based dual path framework with intermediate second order-pooling for Covid-19 detection from chest X-ray images. Comput. Biol. Medicine 151(Part): 106324 (2022) - [j1]Chukwuebuka Joseph Ejiyi, Zhen Qin, Abdulhaq Adetunji Salako, Happy Nkanta Monday, Grace Ugochi Nneji, Chiagoziem Chima Ukwuoma, Ijeoma Amuche Chikwendu, Ji Geng:
Comparative Analysis of Building Insurance Prediction Using Some Machine Learning Algorithms. Int. J. Interact. Multim. Artif. Intell. 7(3): 75 (2022) - [c2]Hassan Sani Abubakar, M. D. Altab Hossin, Sophyani Banaamwini Yussif, Mandela Ali Margan Fargalla, Ramadhan Said Rashid, Yusuf Jamilu Umar, Chiagoziem Chima Ukwuoma, Ewald Erubaar Kuupole:
3D-Based Facial Emotion Recognition using Depthwise Separable Convolution. ICMLC 2022: 381-387 - [i1]Ijeoma Amuche Chikwendu, Kulevome Delanyo Kwame Bensah, Chiagoziem Chima Ukwuoma, Chukwuebuka Joseph Ejiyi:
A Distributed Diffusion Kalman Filter In Multitask Networks. CoRR abs/2207.03181 (2022) - 2021
- [c1]Chiagoziem Chima Ukwuoma, Md Belal Bin Heyat, Mahmoud Masadeh, Faijan Akhtar, Zhiguang Qin, Emmanuel Bondzie-Selby, Omar AlShorman, Fahad Alkahtani:
Image Inpainting and Classification Agent Training Based on Reinforcement Learning and Generative Models with Attention Mechanism. ICM 2021: 96-101
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