Mojisola Grace Asogbon

41 papers Journal 19Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A NMF-Based Non-Euclidean Adaptive Feature Extraction Scheme for Limb Motion Pattern Decoding in Pattern Recognition System. IEEE Trans. Biomed. Eng. Frank Kulwa, Pengrui Tai, Doreen Sebastian Sarwatt, Mojisola Grace Asogbon, Rami N. Khushaba, Tolulope Tofunmi Oyemakinde, Sunday Timothy Aboyeji, Guanglin Li, Oluwarotimi Williams Samuel, Yongcheng Li
2024	J	`jnl`	A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition. IEEE Trans. Hum. Mach. Syst. Frank Kulwa, Haoshi Zhang, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Erik J. Scheme, Rami N. Khushaba, Alistair A. McEwan, Guanglin Li
2024	J	`jnl`	A robust feature adaptation approach against variation of muscle contraction forces for myoelectric pattern recognition-based gesture characterization. Biomed. Signal Process. Control. Frank Kulwa, Yongcheng Li, Oluwarotimi Williams Samuel, Haipeng Zhang, Tolulope Tofunmi Oyemakinde, Mojisola Grace Asogbon, Alistair A. McEwan, Guanglin Li
2024	—	`conf`	An Efficient Deep Transfer Learning Network for Characterization of Stroke Patients' Motor Execution from Multi-Channel EEG-Recordings. EMBC Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Frank Kulwa, Alistair A. McEwan, Sunday Timothy Aboyeji, Rami N. Khushaba, Peng Fang, Guanglin Li
2024	—	`conf`	Investigation of Artifact Contamination Impact on EEG Oscillations Towards Enhanced Motor Function Characterization. BIOSTEC (1) Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Farid Meziane, Guanglin Li, Yongcheng Li
2023	—	`conf`	A Novel Duo-Stage driven Deep Neural Network Approach for Mitigating Electrode Shift Impact on Myoelectric Pattern Recognition Systems. MeMeA Frank Kulwa, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Tolulope Tofunmi Oyemakinde, Olumide Olayinka Obe, Guanglin Li
2023	J	`jnl`	An efficient attention-driven deep neural network approach for continuous estimation of knee joint kinematics via sEMG signals during running. Biomed. Signal Process. Control. Alireza Rezaie Zangene, Oluwarotimi Williams Samuel, Ali Abbasi, Alistair A. McEwan, Mojisola Grace Asogbon, Guanglin Li, Kianoush Nazarpour
2023	—	`conf`	Analysis of Artifactual Components Rejection Threshold towards Enhanced Characterization of Neural Activity in Post-Stroke Survivor. EMBC Mojisola Grace Asogbon, Yaping Huai, Oluwarotimi Williams Samuel, Zhengxiang Jing, Yixin Ma, Jingyu Liu, Yibo Jiang, Yunfa Fu, Guanglin Li, Yongcheng Li
2023	—	`conf`	Enhanced Deep Transfer Learning Model based on Spatial-Temporal driven Scalograms for Precise Decoding of Motor Intent in Stroke Survivors. EMBC Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Frank Kulwa, Alireza Rezaie Zangene, Tolulope Tofunmi Oyemakinde, Tobore Igbe, Alistair A. McEwan, Yongcheng Li, Guanglin Li
2023	J	`jnl`	Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems. IEEE Trans. Biomed. Eng. Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Rami N. Khushaba, Frank Kulwa, Guanglin Li
2022	—	`conf`	Analyzing the Impact of Varied Window Hyper-parameters on Deep CNN for sEMG based Motion Intent Classification. MetroInd4.0& IoT Frank Kulwa, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Olumide Olayinka Obe, Guanglin Li
2022	J	`jnl`	Analyzing the Impact of Varied Window Hyper-parameters on Deep CNN for sEMG based Motion Intent Classification. CoRR Frank Kulwa, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Olumide Olayinka Obe, Guanglin Li
2022	J	`jnl`	High-density surface EMG signal quality enhancement via optimized filtering technique for amputees' motion intent characterization towards intuitive prostheses control. Biomed. Signal Process. Control. Yazan Ali Jarrah, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Xin Wang, Mingxing Zhu, Ejay Nsugbe, Shixiong Chen, Guanglin Li
2022	—	`conf`	Intelligence Combiner: A Combination of Deep Learning and Handcrafted Features for an Adolescent Psychosis Prediction using EEG Signals. MetroInd4.0& IoT Ejay Nsugbe, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Guanglin Li
2022	J	`jnl`	Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems. CoRR Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Rami N. Khushaba, Frank Kulwa, Guanglin Li
2022	—	`conf`	On the Application of Parsimonious Models for Surgical Anesthesia Depth Prediction using EEG Recordings. MetroInd4.0& IoT Ejay Nsugbe, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Guanglin Li
2022	—	`conf`	Performance Evaluation of HD-sEMG Electrode Configurations on Myoelectric Based Pattern Recognition System: High-Level Amputees. MetroInd4.0& IoT Yazan Ali Jarrah, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Ejay Nsugbe, Shixiong Chen, Guanglin Li
2021	—	`conf`	A Deep Learning based Model for Decoding Motion Intent of Traumatic Brain Injured Patients' using HD-sEMG Recordings. MetroInd4.0&IoT Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Ejay Nsugbe, Yazan Ali Jarrah, Olumide Olayinka Obe, Yanjuan Geng, Guanglin Li
2021	—	`conf`	A Low Channel Number Sensing Approach for an Ethnic Specific Labour Immanency Prediction using Bio-Electromagnetism. MetroInd4.0&IoT Ejay Nsugbe, Ibrahim Sanusi, Olusayo Obajemu, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Guanglin Li
2021	—	`conf`	A Low-rank Spatiotemporal based EEG Multi-Artifacts Cancellation Method for Enhanced ConvNet-DL's Motor Imagery Characterization. EMBC Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Ejay Nsugbe, Yanjuan Geng, Alberto López Delis, Yazan Ali Jarrah, Oluwagbenga Paul Idowu, Shixiong Chen, Peng Fang, Guanglin Li
2021	J	`jnl`	Contrast of multi-resolution analysis approach to transhumeral phantom motion decoding. CAAI Trans. Intell. Technol. Ejay Nsugbe, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Guanglin Li
2021	J	`jnl`	Decoding movement intent patterns based on spatiotemporal and adaptive filtering method towards active motor training in stroke rehabilitation systems. Neural Comput. Appl. Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Naifu Jiang, Deogratias Mzurikwao, Yue Zheng, Kelvin Kian Loong Wong, Luca Vollero, Guanglin Li
2021	J	`jnl`	GBRAMP: A generalized backtracking regularized adaptive matching pursuit algorithm for signal reconstruction. Comput. Electr. Eng. Mojisola Grace Asogbon, Yu Lu, Oluwarotimi Williams Samuel, Liwen Jing, Alice A. Miller, Guanglin Li, Kelvin Kian Loong Wong
2021	—	`conf`	HD-sEMG Signal Denoising Method for Improved Classification Performance in Transhumeral Amputees Pros thesis Control. EMBC Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Ejay Nsugbe, Yazan Ali Jarrah, Shixiong Chen, Guanglin Li
2020	J	`jnl`	A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks. Future Gener. Comput. Syst. Oluwarotimi Williams Samuel, Bin Yang, Yanjuan Geng, Mojisola Grace Asogbon, Sandeep Pirbhulal, Deogratias Mzurikwao, Oluwagbenga Paul Idowu, Tunde Joseph Ogundele, Xiangxin Li, Shixiong Chen, Ganesh R. Naik, Peng Fang, Fanghai Han, Guanglin Li
2020	J	`jnl`	Appropriate Feature Set and Window Parameters Selection for Efficient Motion Intent Characterization towards Intelligently Smart EMG-PR System. Symmetry Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanbing Jiang, Lin Wang, Yanjuan Geng, Arun Kumar Sangaiah, Shixiong Chen, Peng Fang, Guanglin Li
2020	—	`conf`	Characterizing Multiple Patterns of Motor Intent Using Spatial-Temporal Information for Intuitively Active Motor Training in Stroke Survivors. EMBC Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Muhammad Ilhamdi Rusydi, Zacharia B. Mzurikwao, Shixiong Chen, Peng Fang, Guanglin Li
2020	—	`conf`	Efficient Classification of Motor Imagery using Particle Swarm Optimization-based Neural Network for IoT Applications. MetroInd4.0&IoT Oluwagbenga Paul Idowu, Oluwarotimi Williams Samuel, Xiangxin Li, Mojisola Grace Asogbon, Peng Fang, Guanglin Li
2020	J	`jnl`	Fuzzy Driven Decision Support System for Enhanced Employee Performance Appraisal. Int. J. Hum. Cap. Inf. Technol. Prof. Oluwasefunmi 'Tale Arogundade, Bolanle Ojokoh, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Babatope Sunday Adeniyi
2020	—	`conf`	Robustness of Muscle Synergies under Variant Muscle Contraction Force during Forearm Movements. EMBC Hanjie Deng, Vincent C. K. Cheung, Yanjuan Geng, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Guanglin Li
2020	J	`jnl`	Towards resolving the co-existing impacts of multiple dynamic factors on the performance of EMG-pattern recognition based prostheses. Comput. Methods Programs Biomed. Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanjuan Geng, Olugbenga Oluwagbemi, Ning Ji, Shixiong Chen, Ganesh R. Naik, Pang Feng, Guanglin Li
2019	—	`conf`	A Channel Selection Approach Based on Convolutional Neural Network for Multi-channel EEG Motor Imagery Decoding. AIKE Deogratias Mzurikwao, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Xiangxin Li, Guanglin Li, Woon-Hong Yeo, Christos Efstratiou, Chee Siang Ang
2019	J	`jnl`	Intelligent EMG Pattern Recognition Control Method for Upper-Limb Multifunctional Prostheses: Advances, Current Challenges, and Future Prospects. IEEE Access Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Ali H. Al-Timemy, Sandeep Pirbhulal, Ning Ji, Shixiong Chen, Peng Fang, Guanglin Li
2019	—	`conf`	Spatio-Temporal Based Descriptor for Limb Movement-Intent Characterization in EMG-Pattern Recognition System. EMBC Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Xiangxin Li, Sandeep Pirbhulal, Shixiong Chen, Ganesh R. Naik, Pang Feng, Guanglin Li
2018	—	`conf`	A Novel Time-Domain Descriptor for Improved Prediction of Upper Limb Movement Intent in EMG-PR System. EMBC Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Shixiong Chen, Pang Feng, Chuang Lin, Lin Wang, Guanglin Li
2018	—	`conf`	Determining the Optimal Window Parameters for Accurate and Reliable Decoding of Multiple Classes of Upper Limb Motor Imagery Tasks. CBS Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Sandeep Pirbhulal, Deogratias Mzurikwao, Shixiong Chen, Peng Fang, Guanglin Li
2018	—	`conf`	Effect of Window Conditioning Parameters on the Classification Performance and Stability of EMG-Based Feature Extraction Methods. CBS Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanjuan Geng, Shixiong Chen, Deogratias Mzurikwao, Peng Fang, Guanglin Li
2018	—	`conf`	Efficient Channel Selection Approach for Motor Imaginary Classification based on Convolutional Neural Network. CBS Deogratias Mzurikwao, Chee Siang Ang, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Xiangxin Li, Guanglin Li
2018	J	`jnl`	Multi-technique object tracking approach- A reinforcement paradigm. Comput. Electr. Eng. Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Arun Kumar Sangaiah, Guanglin Li
2017	J	`jnl`	An integrated decision support system based on ANN and Fuzzy_AHP for heart failure risk prediction. Expert Syst. Appl. Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Arun Kumar Sangaiah, Peng Fang, Guanglin Li
2017	J	`jnl`	Resolving the adverse impact of mobility on myoelectric pattern recognition in upper-limb multifunctional prostheses. Comput. Biol. Medicine Oluwarotimi Williams Samuel, Xiangxin Li, Yanjuan Geng, Mojisola Grace Asogbon, Peng Fang, Zhen Huang, Guanglin Li