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2020 – today
- 2026
[j14]Derrick Effah, Ali Zia
, Mohammad Awrangjeb, Yongsheng Gao, Kwabena Sarpong:
Advances in machine learning for wetland classification: a comprehensive survey of methods and applications. Artif. Intell. Rev. 59(1): 24 (2026)- [j13]Daniel Addo, Mugahed A. Al-antari, Kun She, Weidong Wang, Obed Tettey Nartey, Ali Alqahtani, Kwabena Sarpong, Chiagoziem Chima Ukwuoma:
LCMDSCov: A lightweight hybrid COVID-19 classification framework using chest X-ray and CT medical images. Biomed. Signal Process. Control. 119: 109813 (2026) - [i2]Abdul Joseph Fofanah, Lian Wen, David Chen, Tsungcheng Yao, Kwabena Sarpong:
Neuromorphic Graph Anomaly Detection via Adaptive STDP and Spiking Graph Neural Networks. CoRR abs/2605.13863 (2026) - 2025
- [j12]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) - [j11]Kwabena Sarpong, Mohammad Awrangjeb, Md. Saiful Islam:
Dual spectral-spatial residual adaptive network for hyperspectral image classification in the presence of noisy labels. Eng. Appl. Artif. Intell. 142: 109900 (2025) - [j10]Favour Ekong, Yongbin Yu, Rutherford Agbeshi Patamia, Kwabena Sarpong, Chiagoziem Chima Ukwuoma, Xiangxiang Wang, Akpanika Robert Ukot, Jingye Cai:
Masked hybrid attention with Laplacian query fusion and tripartite sequence matching for medical image segmentation. Neural Comput. Appl. 37(8): 5891-5911 (2025) - [j9]Kwabena Sarpong, Mohammad Awrangjeb, Md. Saiful Islam, Islam Helmy:
Self-Correlation Network With Triple Contrastive Learning for Hyperspectral Image Classification With Noisy Labels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 7166-7188 (2025) - [c4]Derrick Effah, Ali Zia, Mohammad Awrangjeb, Yongsheng Gao, Sarpong Kwabena:
Weakly Supervised Pixel-Wise Classification of Hyperspectral Images with Noise-Adaptive Hybrid Attention and Triple Contrastive Learning. DICTA 2025: 1-8 - [c3]Favour Ekong, Jun Zhou, Kwabena Sarpong, Yongsheng Gao:
Pixel-Wise Shuffling with Collaborative Sparsity for Melanoma Hyperspectral Image Classification. WACV 2025: 6485-6494 - 2024
- [j8]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) - [j7]Yakubu Imrana, Yanping Xiang, Liaqat Ali, Adeeb Noor, Kwabena Sarpong, Muhammed Amin Abdullah:
CNN-GRU-FF: a double-layer feature fusion-based network intrusion detection system using convolutional neural network and gated recurrent units. Complex Intell. Syst. 10(3): 3353-3370 (2024) - [j6]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) - [j5]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) - [j4]Fan Zhang, Daniel Kreuter, Yichen Chen, Sören Dittmer, Samuel Tull, Tolou Shadbahr, Martijn Schut, Folkert W. Asselbergs, Sujoy Kar, Suthesh Sivapalaratnam, Sophie Williams, Mickey Koh, Yvonne Henskens, Bart de Wit, Umberto D'alessandro, Bubacarr Bah, Ousman Secka, Parashkev Nachev, Rajeev Gupta, Sara Trompeter, Nancy Boeckx, Christine van Laer, Gordon A. Awandare, Kwabena Sarpong, Lucas Amenga-Etego, Mathie P. G. Leers, Mirelle Huijskens, Samuel McDermott, Willem H. Ouwehand, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb, Nicholas S. Gleadall, Michael Roberts:
Recent methodological advances in federated learning for healthcare. Patterns 5(6): 101006 (2024) - 2023
- [j3]Juliana Mantebea Danso, Yaw Marfo Missah, Enoch Opanin Gyamfi, Stephen Dankwa, Kwabena Sarpong:
Reseed Skipping of Linear Congruential Generator for Multi-level Image Steganography Security of Financial Data. SN Comput. Sci. 4(2): 124 (2023) - [j2]Obed Tettey Nartey, Kwabena Sarpong, Daniel Addo, Yunbo Rao, Zhiguang Qin:
PiCovS: Pixel-Level With Covariance Pooling Feature and Superpixel-Level Feature Fusion for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023) - [c2]Rutherford Agbeshi Patamia, Paulo E. Santos, Kingsley Nketia Acheampong, Favour Ekong, Kwabena Sarpong, She Kun:
Multimodal Speech Emotion Recognition Using Modality-Specific Self-Supervised Frameworks. SMC 2023: 4134-4141 - [i1]Rutherford Agbeshi Patamia, Paulo E. Santos, Kingsley Nketia Acheampong, Favour Ekong, Kwabena Sarpong, She Kun:
Multimodal Speech Emotion Recognition Using Modality-specific Self-Supervised Frameworks. CoRR abs/2312.01568 (2023) - 2022
- [j1]Kwabena Sarpong, Jehoiada Kofi Jackson, Derrick Effah, Daniel Addo, Sophyani Banaamwini Yussif, Mohammad Awrangjeb, Rutherford Agbeshi Patamia, Juliana Mantebea Danso, Zhiguang Qin:
Classification from Sky: A Robust Remote Sensing Time Series Image Classification Using Spatial Encoder and Multi-Fast Channel Attention. J. King Saud Univ. Comput. Inf. Sci. 34(10, Part B): 10405-10422 (2022) - 2021
- [c1]Kwabena Sarpong, Bei Hui, Xue Zhou, Rutherford Agbeshi Patamia, Edwin Kwadwo Tenagyei:
Perfecting Short-term Stock Predictions with Multi-Attention Networks in Noise-free Settings. CONF-CDS 2021: 49:1-49:7
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