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ORCIDCobbinah Bernard Mawuli
Person information
- affiliation: University of Electronic Science and Technology of China, School of Computer Science and Engineering, Data Mining Lab, Yangtze Delta Region Institute, China
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2020 – today
- 2026
[j29]Ebenezer Nanor, Qinli Yang, Christiana Kobiah, Md Altab Hossin, Bernard Mawuli Cobbinah, Salah Ud Din, Abena A. Atwereboannah, Mohammed Juhar, Junming Shao:
Federated learning with transient central initialization and decentralized edge aggregation. Eng. Appl. Artif. Intell. 165: 113527 (2026)- [j28]Ebenezer Nanor
, Bernard Mawuli Cobbinah, Qinli Yang, Junming Shao, Nan Meng, Jason Cheung, Philip K. Adjei, Leo Wang:
CFARMS: A clustered federated learning framework with recursive model selection. Expert Syst. Appl. 296: 128931 (2026) - [j27]Tadiyos Hailemichael Mamo, Junming Shao, Bernard Mawuli Cobbinah:
GAN-TAD: A graph-based adversarial network for time series anomaly detection. Inf. Sci. 733: 122973 (2026) - 2025
- [j26]Rajesh Kumar, Yunbo Rao, Jay Kumar, Cobbinah Bernard Mawuli, Waqar Ali, Shaoning Zeng:
MID-LLM: Enhancing Medical Image Diagnostics With LLMs in a Blockchain AI Framework. IEEE Internet Things J. 12(18): 37160-37174 (2025) - 2024
- [j25]Rajesh Kumar, Bernard Mawuli Cobbinah, Aman Ullah, Riaz Ullah Khan, Jay Kumar, Delanyo Kwame Bensah Kulevome, Yunbo Rao, Shaoning Zeng:
Privacy-preserving blockchain-based federated learning for brain tumor segmentation. Comput. Biol. Medicine 177: 108646 (2024) - [j24]Isaac Adjei-Mensah, Xiaoling Zhang, Isaac Osei Agyemang, Sophyani Banaamwini Yussif, Adu Asare Baffour, Bernard Mawuli Cobbinah, Collins Sey, Linda Delali Fiasam, Ijeoma Amuche Chikwendu, Joseph Roger Arhin:
Cov-Fed: Federated learning-based framework for COVID-19 diagnosis using chest X-ray scans. Eng. Appl. Artif. Intell. 128: 107448 (2024) - [j23]Delanyo Kwame Bensah Kulevome, Hong Wang, Bernard Mawuli Cobbinah, Ernest Smith Mawuli, Rajesh Kumar:
Effective time-series Data Augmentation with Analytic Wavelets for bearing fault diagnosis. Expert Syst. Appl. 249: 123536 (2024) - [j22]Aman Ullah, Salah Ud Din, Nasrullah Khan, Cobbinah Bernard Mawuli, Junming Shao:
Towards investigating influencers in complex social networks using electric potential concept from a centrality perspective. Inf. Fusion 109: 102439 (2024) - [j21]Salah Ud Din, Aman Ullah, Cobbinah Bernard Mawuli, Qinli Yang, Junming Shao:
A reliable adaptive prototype-based learning for evolving data streams with limited labels. Inf. Process. Manag. 61(1): 103532 (2024) - [j20]Salah Ud Din, Qinli Yang, Junming Shao, Cobbinah Bernard Mawuli, Aman Ullah, Waqar Ali:
Synchronization-based semi-supervised data streams classification with label evolution and extreme verification delay. Inf. Sci. 678: 120933 (2024) - [j19]Bless Lord Y. Agbley, Jianping Li, Amin Ul Haq, Edem Kwedzo Bankas, Cobbinah Bernard Mawuli, Sultan Ahmad, Shakir Khan, Ahmad Raza Khan:
Federated Fusion of Magnified Histopathological Images for Breast Tumor Classification in the Internet of Medical Things. IEEE J. Biomed. Health Informatics 28(6): 3389-3400 (2024) - 2023
- [j18]Waqar Ali, Jay Kumar, Cobbinah Bernard Mawuli, Lei She, Jie Shao:
Dynamic context management in context-aware recommender systems. Comput. Electr. Eng. 107: 108622 (2023) - [j17]Jay Kumar, Junming Shao, Rajesh Kumar, Salah Ud Din, Cobbinah Bernard Mawuli, Qinli Yang:
A context-enhanced Dirichlet model for online clustering in short text streams. Expert Syst. Appl. 228: 120262 (2023) - [j16]Aman Ullah, Junming Shao, Qinli Yang, Nasrullah Khan, Bernard Cobbinah Mawuli, Rajesh Kumar:
LSS: A locality-based structure system to evaluate the spreader's importance in social complex networks. Expert Syst. Appl. 228: 120326 (2023) - [j15]Cobbinah Bernard Mawuli, Jay Kumar, Ebenezer Nanor, Shangxuan Fu, Liangxu Pan, Qinli Yang, Wei Zhang, Junming Shao:
Semi-supervised federated learning on evolving data streams. Inf. Sci. 643: 119235 (2023) - [j14]Ebenezer Nanor, Bernard Cobbinah Mawuli, Qinli Yang, Junming Shao, Christiana Kobiah:
FedSULP: A communication-efficient federated learning framework with selective updating and loss penalization. Inf. Sci. 651: 119725 (2023) - [j13]Enoch Frimpong, Zhiguang Qin, Regina Esi Turkson, Bernard Mawuli Cobbinah, Edward Yellakuor Baagyere, Edwin Kwadwo Tenagyei:
Enhancing Alzheimer's Disease Classification using 3D Convolutional Neural Network and Multilayer Perceptron Model with Attention Network. KSII Trans. Internet Inf. Syst. 17(11): 2924-2944 (2023) - [j12]Israr Ur Rehman, Muhammad Shehzad Hanif, Zulfiqar Ali, Zahoor Jan, Cobbinah Bernard Mawuli, Waqar Ali:
Empowering neural collaborative filtering with contextual features for multimedia recommendation. Multim. Syst. 29(4): 2375-2388 (2023) - [j11]Jay Kumar, Junming Shao, Rajesh Kumar, Salah Ud Din, Cobbinah Bernard Mawuli, Qinli Yang:
Online Semi-Supervised Classification on Multilabel Evolving High-Dimensional Text Streams. IEEE Trans. Syst. Man Cybern. Syst. 53(10): 5983-5995 (2023) - [j10]Cobbinah Bernard Mawuli, Liwei Che, Jay Kumar, Salah Ud Din, Zhili Qin, Qinli Yang, Junming Shao:
FedStream: Prototype-Based Federated Learning on Distributed Concept-Drifting Data Streams. IEEE Trans. Syst. Man Cybern. Syst. 53(11): 7112-7124 (2023) - [i1]Isaac Osei Agyemang, Isaac Adjei-Mensah, Sophyani Banaamwini Yussif, Linda Delali Fiasam, Bernard Cobbinah Mawuli, Bless Lord Y. Agbley, Collins Sey, Joshua Berkohd:
Gesture Control of Micro-drone: A Lightweight-Net with Domain Randomization and Trajectory Generators. CoRR abs/2301.12470 (2023) - 2022
- [j9]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) - [j8]Rajesh Kumar, Jay Kumar, Abdullah Aman Khan, Zakria, Hub Ali, Bernard Cobbinah Mawuli, Riaz Ullah Khan, Shaoning Zeng:
Blockchain and homomorphic encryption based privacy-preserving model aggregation for medical images. Comput. Medical Imaging Graph. 102: 102139 (2022) - [j7]Amin Ul Haq, Jianping Li, Bless Lord Y. Agbley, Cobbinah Bernard Mawuli, Zafar Ali, Shah Nazir, Salah Ud Din:
A survey of deep learning techniques based Parkinson's disease recognition methods employing clinical data. Expert Syst. Appl. 208: 118045 (2022) - [j6]Zhili Qin, Han Wang, Cobbinah Bernard Mawuli, Wei Han, Rui Zhang, Qinli Yang, Junming Shao:
Multi-instance attention network for few-shot learning. Inf. Sci. 611: 464-475 (2022) - [j5]Isaac Osei Agyemang, Xiaoling Zhang, Isaac Adjei-Mensah, Bless Lord Y. Agbley, Bernard Cobbinah Mawuli, Linda Delali Fiasam, Collins Sey:
Accelerating trail navigation for unmanned aerial vehicle: A denoising deep-net with 3D-NLGL. J. Intell. Fuzzy Syst. 43(6): 7277-7295 (2022) - [j4]Bernard Cobbinah Mawuli, Christian Sorg, Qinli Yang, Arvid Ternblom, Changgang Zheng, Wei Han, Liwei Che, Junming Shao:
Reducing variations in multi-center Alzheimer's disease classification with convolutional adversarial autoencoder. Medical Image Anal. 82: 102585 (2022) - [j3]Salah Ud Din, Jay Kumar, Junming Shao, Cobbinah Bernard Mawuli, Waldiodio David Ndiaye:
Learning High-Dimensional Evolving Data Streams With Limited Labels. IEEE Trans. Cybern. 52(11): 11373-11384 (2022) - 2021
- [j2]Salah Ud Din, Junming Shao, Jay Kumar, Cobbinah Bernard Mawuli, S. M. Hasan Mahmud, Wei Zhang, Qinli Yang:
Data stream classification with novel class detection: a review, comparison and challenges. Knowl. Inf. Syst. 63(9): 2231-2276 (2021) - [j1]Regina Esi Turkson, Hong Qu, Cobbinah Bernard Mawuli, Moses J. Eghan:
Classification of Alzheimer's Disease Using Deep Convolutional Spiking Neural Network. Neural Process. Lett. 53(4): 2649-2663 (2021)
Coauthor Index
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