Comparative Analysis of Neural Network and Fuzzy Logic Techniques in Credit Risk Evaluation. - Asogbon Mojisola Grace; Oluwarotimi Williams Samuel (Int. J. Intell. Inf. Technol., 2016)

Resolving the adverse impact of mobility on myoelectric pattern recognition in upper-limb multifunctional prostheses. - Oluwarotimi Williams Samuel; Xiangxin Li; Yanjuan Geng; Mojisola Grace Asogbon; Peng Fang 001; Zhen Huang; Guanglin Li 001 (Comput. Biol. Medicine, 2017)

An integrated decision support system based on ANN and Fuzzy_AHP for heart failure risk prediction. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Arun Kumar Sangaiah; Peng Fang 001; Guanglin Li 001 (Expert Syst. Appl., 2017)

Effect of Window Conditioning Parameters on the Classification Performance and Stability of EMG-Based Feature Extraction Methods. - Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Yanjuan Geng; Shixiong Chen; Deogratias Mzurikwao; Peng Fang 001; Guanglin Li 001 (CBS, 2018)

Efficient Channel Selection Approach for Motor Imaginary Classification based on Convolutional Neural Network. - Deogratias Mzurikwao; Chee Siang Ang; Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Xiangxin Li; Guanglin Li 001 (CBS, 2018)

Determining the Optimal Window Parameters for Accurate and Reliable Decoding of Multiple Classes of Upper Limb Motor Imagery Tasks. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Yanjuan Geng; Sandeep Pirbhulal; Deogratias Mzurikwao; Shixiong Chen; Peng Fang 001; Guanglin Li 001 (CBS, 2018)

A Novel Time-Domain Descriptor for Improved Prediction of Upper Limb Movement Intent in EMG-PR System. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Yanjuan Geng; Shixiong Chen; Pang Feng; Chuang Lin 001; Lin Wang 041; Guanglin Li 001 (EMBC, 2018)

Multi-technique object tracking approach- A reinforcement paradigm. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Arun Kumar Sangaiah; Guanglin Li 001 (Comput. Electr. Eng., 2018)

A Channel Selection Approach Based on Convolutional Neural Network for Multi-channel EEG Motor Imagery Decoding. - Deogratias Mzurikwao; Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Xiangxin Li; Guanglin Li 001; Woon-Hong Yeo; Christos Efstratiou; Chee Siang Ang (AIKE, 2019)

Spatio-Temporal Based Descriptor for Limb Movement-Intent Characterization in EMG-Pattern Recognition System. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Yanjuan Geng; Xiangxin Li; Sandeep Pirbhulal; Shixiong Chen; Naik Ganesh; Pang Feng; Guanglin Li 001 (EMBC, 2019)

Intelligent EMG Pattern Recognition Control Method for Upper-Limb Multifunctional Prostheses: Advances, Current Challenges, and Future Prospects. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Yanjuan Geng; Ali H. Al-Timemy; Sandeep Pirbhulal; Ning Ji; Shixiong Chen; Peng Fang 001; Guanglin Li 001 (IEEE Access, 2019)

Robustness of Muscle Synergies under Variant Muscle Contraction Force during Forearm Movements. - Hanjie Deng; Vincent C. K. Cheung; Yanjuan Geng; Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Guanglin Li 001 (EMBC, 2020)

Characterizing Multiple Patterns of Motor Intent Using Spatial-Temporal Information for Intuitively Active Motor Training in Stroke Survivors. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Yanjuan Geng; Muhammad Ilhamdi Rusydi; Zacharia B. Mzurikwao; Shixiong Chen; Peng Fang 001; Guanglin Li 001 (EMBC, 2020)

Enhancement of Upper Limb Movement Classification based on Wiener Filtering Technique. - Yazan Ali Jarrah; Asogbon Mojisola Grace; Oluwarotimi Williams Samuel; Mingxing Zhu; Xin Wang 088; Alberto López Delis; Weimin Huang; Shixiong Chen; Guanglin Li 001 (HealthCom, 2020)

Efficient Classification of Motor Imagery using Particle Swarm Optimization-based Neural Network for IoT Applications. - Oluwagbenga Paul Idowu; Oluwarotimi Williams Samuel; Xiangxin Li; Mojisola Grace Asogbon; Peng Fang 001; Guanglin Li 001 (MetroInd4.0&IoT, 2020)

Towards resolving the co-existing impacts of multiple dynamic factors on the performance of EMG-pattern recognition based prostheses. - Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Yanjuan Geng; Olugbenga Oluwagbemi; Ning Ji; Shixiong Chen; Naik Ganesh; Pang Feng; Guanglin Li 001 (Comput. Methods Programs Biomed., 2020)

A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks. - 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 001; et al. (Future Gener. Comput. Syst., 2020)

Fuzzy Driven Decision Support System for Enhanced Employee Performance Appraisal. - Oluwasefunmi 'Tale Arogundade; Bolanle Ojokoh; Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Babatope Sunday Adeniyi (Int. J. Hum. Cap. Inf. Technol. Prof., 2020)

Appropriate Feature Set and Window Parameters Selection for Efficient Motion Intent Characterization towards Intelligently Smart EMG-PR System. - Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Yanbing Jiang; Lin Wang 041; Yanjuan Geng; Arun Kumar Sangaiah; Shixiong Chen; Peng Fang 001; Guanglin Li 001 (Symmetry, 2020)

HD-sEMG Signal Denoising Method for Improved Classification Performance in Transhumeral Amputees Pros thesis Control. - Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Ejay Nsugbe; Yazan Ali Jarrah; Shixiong Chen; Guanglin Li 001 (EMBC, 2021)

A Low-rank Spatiotemporal based EEG Multi-Artifacts Cancellation Method for Enhanced ConvNet-DL's Motor Imagery Characterization. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Ejay Nsugbe; Yanjuan Geng; Alberto López Delis; Yazan Ali Jarrah; Oluwagbenga Paul Idowu; Shixiong Chen; Peng Fang 001; Guanglin Li 001 (EMBC, 2021)

A Deep Learning based Model for Decoding Motion Intent of Traumatic Brain Injured Patients' using HD-sEMG Recordings. - Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Ejay Nsugbe; Yazan Ali Jarrah; Olumide Olayinka Obe; Yanjuan Geng; Guanglin Li 001 (MetroInd4.0&IoT, 2021)

A Comparative Analysis on the Impact of Linear and Non-Linear Filtering Techniques on EMG Signal Quality of Transhumeral Amputees. - Yazan Ali Jarrah; Asogbon Mojisola Grace; Oluwarotimi Williams Samuel; Mingxing Zhu; Xin Wang 088; Olumide Olayinka Obe; Shixiong Chen; Guanglin Li 001 (MetroInd4.0&IoT, 2021)

A Low Channel Number Sensing Approach for an Ethnic Specific Labour Immanency Prediction using Bio-Electromagnetism. - Ejay Nsugbe; Ibrahim Sanusi; Olusayo Obajemu; Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Guanglin Li 001 (MetroInd4.0&IoT, 2021)

Contrast of multi-resolution analysis approach to transhumeral phantom motion decoding. - Ejay Nsugbe; Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Guanglin Li 001 (CAAI Trans. Intell. Technol., 2021)

GBRAMP: A generalized backtracking regularized adaptive matching pursuit algorithm for signal reconstruction. - Mojisola Grace Asogbon; Yu Lu 001; Oluwarotimi Williams Samuel; Liwen Jing; Alice A. Miller; Guanglin Li 001; Kelvin Kian Loong Wong (Comput. Electr. Eng., 2021)

Decoding movement intent patterns based on spatiotemporal and adaptive filtering method towards active motor training in stroke rehabilitation systems. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Yanjuan Geng; Naifu Jiang; Deogratias Mzurikwao; Yue Zheng; Kelvin Kian Loong Wong; Luca Vollero; Guanglin Li 001 (Neural Comput. Appl., 2021)

Performance Evaluation of HD-sEMG Electrode Configurations on Myoelectric Based Pattern Recognition System: High-Level Amputees. - Yazan Ali Jarrah; Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Ejay Nsugbe; Shixiong Chen; Guanglin Li 001 (MetroInd4.0& IoT, 2022)

Analyzing the Impact of Varied Window Hyper-parameters on Deep CNN for sEMG based Motion Intent Classification. - Frank Kulwa; Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Olumide Olayinka Obe; Guanglin Li 001 (MetroInd4.0& IoT, 2022)

On the Application of Parsimonious Models for Surgical Anesthesia Depth Prediction using EEG Recordings. - Ejay Nsugbe; Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Guanglin Li 001 (MetroInd4.0& IoT, 2022)

Intelligence Combiner: A Combination of Deep Learning and Handcrafted Features for an Adolescent Psychosis Prediction using EEG Signals. - Ejay Nsugbe; Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Guanglin Li 001 (MetroInd4.0& IoT, 2022)

High-density surface EMG signal quality enhancement via optimized filtering technique for amputees' motion intent characterization towards intuitive prostheses control. - Yazan Ali Jarrah; Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Xin Wang 088; Mingxing Zhu; Ejay Nsugbe; Shixiong Chen; Guanglin Li 001 (Biomed. Signal Process. Control., 2022)

Analysis of Artifactual Components Rejection Threshold towards Enhanced Characterization of Neural Activity in Post-Stroke Survivor. - Mojisola Grace Asogbon; Yaping Huai; Oluwarotimi Williams Samuel; Zhengxiang Jing; Yixin Ma; Jingyu Liu; Yibo Jiang; Yunfa Fu; Guanglin Li 001; Yongcheng Li (EMBC, 2023)

Enhanced Deep Transfer Learning Model based on Spatial-Temporal driven Scalograms for Precise Decoding of Motor Intent in Stroke Survivors. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Frank Kulwa; Alireza Rezaie Zangene; Tolulope Tofunmi Oyemakinde; Tobore Igbe; Alistair A. McEwan; Yongcheng Li; Guanglin Li 001 (EMBC, 2023)

A Novel Duo-Stage driven Deep Neural Network Approach for Mitigating Electrode Shift Impact on Myoelectric Pattern Recognition Systems. - Frank Kulwa; Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Tolulope Tofunmi Oyemakinde; Olumide Olayinka Obe; Guanglin Li 001 (MeMeA, 2023)

Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Rami N. Khushaba; Frank Kulwa; Guanglin Li 001 (IEEE Trans. Biomed. Eng., 2023)

An efficient attention-driven deep neural network approach for continuous estimation of knee joint kinematics via sEMG signals during running. - Alireza Rezaie Zangene; Oluwarotimi Williams Samuel; Ali Abbasi 007; Alistair A. McEwan; Mojisola Grace Asogbon; Guanglin Li 001; Kianoush Nazarpour (Biomed. Signal Process. Control., 2023)

Investigation of Artifact Contamination Impact on EEG Oscillations Towards Enhanced Motor Function Characterization. - Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Farid Meziane; Guanglin Li 001; Yongcheng Li (BIOSTEC (1), 2024)

An Efficient Deep Transfer Learning Network for Characterization of Stroke Patients' Motor Execution from Multi-Channel EEG-Recordings. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Frank Kulwa; Alistair A. McEwan; Sunday Timothy Aboyeji; Rami N. Khushaba; Peng Fang 001; Guanglin Li 001 (EMBC, 2024)

A robust feature adaptation approach against variation of muscle contraction forces for myoelectric pattern recognition-based gesture characterization. - Frank Kulwa; Yongcheng Li; Oluwarotimi Williams Samuel; Haipeng Zhang; Tolulope Tofunmi Oyemakinde; Mojisola Grace Asogbon; Alistair A. McEwan; Guanglin Li 001 (Biomed. Signal Process. Control., 2024)

A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition. - Frank Kulwa; Haoshi Zhang; Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Erik J. Scheme; Rami N. Khushaba; Alistair A. McEwan; Guanglin Li 001 (IEEE Trans. Hum. Mach. Syst., 2024)