Oluwarotimi Williams Samuel

109 papers C 1Journal 53Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Hybrid Deep Learning Approach for Epileptic Seizure Detection in EEG signals. IEEE J. Biomed. Health Informatics Ijaz Ahmad, Xin Wang, Danish Javeed, Prabhat Kumar, Oluwarotimi Williams Samuel, Shixiong Chen
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
2026	J	`jnl`	Attention-guided electroencephalography fusion with fractal and nonlinear dynamics decodes early Alzheimer's biomarkers. Comput. Electr. Eng. Chayut Bunterngchit, Chaowanan Jamroen, Saba Aslam, Abdur Rasool, Oluwarotimi Williams Samuel
2026	J	`jnl`	ED-SCMA: encoder-decoder with skip-connection and multi-scale attention module for low-dose CT denoising. Appl. Intell. Temitope Emmanuel Komolafe, Liang Zhou, Adegbola Oyedotun Adeniji, Blessing Funmi Komolafe, Jingzhen Guo, Asad Saleem, Wenlong Zhao, Oluwarotimi Williams Samuel
2025	J	`jnl`	A Novel sEMG-FMG Combined Sensor Fusion Approach Based on an Attention-Driven CNN for Dynamic Hand Gesture Recognition. IEEE Trans. Instrum. Meas. Tolulope Tofunmi Oyemakinde, Frank Kulwa, Xinhao Peng, Yan Liu, Jianglang Cao, Xinping Deng, Mengtao Wang, Guanglin Li, Oluwarotimi Williams Samuel, Peng Fang, Xiangxin Li
2025	J	`jnl`	A secure federated learning privacy method for industrial IoT edge networks. Clust. Comput. John Owoicho Odeh, Xiaolong Yang, Oluwarotimi Williams Samuel, Sahraoui Dhelim, Cosmas Ifeanyi Nwakanma
2025	J	`jnl`	Systematic investigation of privacy preservation techniques for industrial IoT-enabled critical edge network Infrastructure. Clust. Comput. John Owoicho Odeh, Xiaolong Yang, Oluwarotimi Williams Samuel, Sahraoui Dhelim, Cosmas Ifeanyi Nwakanma
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`	Adaptive Stepwise Feature Selection Approach for EEG-Based Epileptic Seizure Classification. EMBC Sunday Timothy Aboyeji, Wenfang Zhou, Yuan Tao, Mingxing Zhu, Oluwarotimi Williams Samuel, Ijaz Ahmad, Guoru Zhao, Ji Yi, Michael Chi-Fai Tong, Xin Wang, Yi Guo, Shixiong Chen
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	J	`jnl`	An efficient feature selection and explainable classification method for EEG-based epileptic seizure detection. J. Inf. Secur. Appl. Ijaz Ahmad, Chen Yao, Lin Li, Yan Chen, Zhenzhen Liu, Inam Ullah, Mohammad Shabaz, Xin Wang, Kaiyang Huang, Guanglin Li, Guoru Zhao, Oluwarotimi Williams Samuel, Shixiong Chen
2024	J	`jnl`	Exploring EEG Signals for Noninvasive Blood Glucose Monitoring in Prediabetes Diagnosis. IEEE Trans. Instrum. Meas. Tobore Igbe, Abhishek Kandwal, Jingzhen Li, Frank Kulwa, Oluwarotimi Williams Samuel, Zedong Nie
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
2024	J	`jnl`	Machine learning based tuberculosis (ML-TB) health predictor model: early TB health disease prediction with ML models for prevention in developing countries. PeerJ Comput. Sci. Priyanka Karmani, Aftab Ahmed Chandio, Imtiaz Ali Korejo, Oluwarotimi Williams Samuel, Majed Mohammed Aborokbah
2024	—	`conf`	Modem Myoelectric Control - Is it Time to Change the Algorithmic Focus? EMBC Rami N. Khushaba, Oluwarotimi Williams Samuel, Ali H. Al-Timemy, Guanglin Li
2024	J	`jnl`	Robust Epileptic Seizure Detection Based on Biomedical Signals Using an Advanced Multi-View Deep Feature Learning Approach. IEEE J. Biomed. Health Informatics Ijaz Ahmad, Zhenzhen Liu, Lin Li, Inam Ullah, Sunday Timothy Aboyeji, Xin Wang, Oluwarotimi Williams Samuel, Guanglin Li, Yuan Tao, Yan Chen, Shixiong Chen
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	—	`conf`	A Novel Metric based on Bootstrapping Approach for sEMG Signal Quality Assessment Towards Robust Decoding of Lower Limb Locomotion. CBS Fangning Tan, Wenhao Wei, Yuanzhe Dong, Zhenyu Sun, Xu Yong, Oluwarotimi Williams Samuel, Guanglin Li
2023	—	`conf`	An Attention-based Bidirectional LSTM Model for Continuous Cross-Subject Estimation of Knee Joint Angle during Running from sEMG Signals. EMBC Alireza Rezaie Zangene, Oluwarotimi Williams Samuel, Ali Abbasi, Kianoush Nazarpour, Alistair A. McEwan, 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	—	`conf`	Inspection of EEG Signals for Noninvasive Blood Glucose Monitoring in Prediabetes Diagnosis. MeMeA Tobore Igbe, Oluwarotimi Williams Samuel, Jingzhen Li, Frank Kulwa, Abhishek Kandwal, Zedong Nie
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	J	`jnl`	Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction. IEEE Trans. Hum. Mach. Syst. Rami N. Khushaba, Ali H. Al-Timemy, Oluwarotimi Williams Samuel, Erik J. Scheme
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	J	`jnl`	A Bi-Directional LSTM Network for Estimating Continuous Upper Limb Movement From Surface Electromyography. IEEE Robotics Autom. Lett. Chenfei Ma, Chuang Lin, Oluwarotimi Williams Samuel, Weiyu Guo, Hang Zhang, Stephen E. Greenwald, Lisheng Xu, Guanglin Li
2021	—	`conf`	A Comparative Analysis on the Impact of Linear and Non-Linear Filtering Techniques on EMG Signal Quality of Transhumeral Amputees. MetroInd4.0&IoT Yazan Ali Jarrah, Asogbon Mojisola Grace, Oluwarotimi Williams Samuel, Mingxing Zhu, Xin Wang, Olumide Olayinka Obe, 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 Hybrid Brain-Computer Interface using Extreme Learning Machines for Motor Intention Detection. IWAIPR Ramón Osmany Ramírez Tasé, Denis Delisle Rodríguez, Oluwarotimi Williams Samuel, Alberto López Delis
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`	A Novel and Efficient Feature Extraction Method for Deep Learning Based Continuous Estimation. IEEE Robotics Autom. Lett. Chenfei Ma, Weiyu Guo, Hang Zhang, Oluwarotimi Williams Samuel, Xiaopeng Ji, Lisheng Xu, Guanglin Li
2021	—	`conf`	A Pilot Study on the Performance of Time-Domain Features in Speech Recognition based on high-density sEMG. EMBC Xiaochen Wang, Mingxing Zhu, Oluwarotimi Williams Samuel, Zijian Yang, Lin Lu, Xingxing Cai, Xin Wang, Shixiong Chen, Guanglin Li
2021	J	`jnl`	A new strategy based on feature filtering technique for improving the real-time control performance of myoelectric prostheses. Biomed. Signal Process. Control. Xiangxin Li, Lan Tian, Yue Zheng, Oluwarotimi Williams Samuel, Peng Fang, Lin Wang, Guanglin Li
2021	J	`jnl`	An integrated deep learning model for motor intention recognition of multi-class EEG Signals in upper limb amputees. Comput. Methods Programs Biomed. Oluwagbenga Paul Idowu, Ademola Enitan Ilesanmi, Xiangxin Li, Oluwarotimi Williams Samuel, 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
2021	J	`jnl`	Lagrangian-averaged vorticity deviation of spiraling blood flow in the heart during isovolumic contraction and ejection phases. Medical Biol. Eng. Comput. Ke Yang, Shiqian Wu, Hui Zhang, Dhanjoo N. Ghista, Oluwarotimi Williams Samuel, Kelvin Kian Loong Wong
2021	J	`jnl`	Neuro-evolutionary approach for optimal selection of EEG channels in motor imagery based BCI application. Biomed. Signal Process. Control. Oluwagbenga Paul Idowu, Oluwaremilekun Adelopo, Ademola Enitan Ilesanmi, Xiangxin Li, Oluwarotimi Williams Samuel, Peng Fang, Guanglin Li
2020	—	`conf`	A New Approach for Hand Gesture Recognition Based on the Fusion of sEMG and Impedance Information. MetroInd4.0&IoT Yuan Wang, Simin Yuan, Pingao Huang, Hui Wang, Wenlong Yu, Menglong Fu, Xin Wang, Oluwarotimi Williams Samuel, Guanglin Li
2020	—	`conf`	A Pilot Study on Auditory Brainstem Response Evoked with Randomized Stimulation Rate. MetroInd4.0&IoT Xin Wang, Mingxing Zhu, Xiaochen Wang, Shuting Liu, Oluwarotimi Williams Samuel, Wanzhang Yang, 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	J	`jnl`	Continuous estimation of upper limb joint angle from sEMG signals based on SCA-LSTM deep learning approach. Biomed. Signal Process. Control. Chenfei Ma, Chuang Lin, Oluwarotimi Williams Samuel, Lisheng Xu, 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	C	`conf`	Enhancement of Upper Limb Movement Classification based on Wiener Filtering Technique. HealthCom Yazan Ali Jarrah, Asogbon Mojisola Grace, Oluwarotimi Williams Samuel, Mingxing Zhu, Xin Wang, Alberto López Delis, Weimin Huang, Shixiong Chen, 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	J	`jnl`	Identification of Upper-Limb Movements Based on Muscle Shape Change Signals for Human-Robot Interaction. Comput. Math. Methods Medicine Pingao Huang, Hui Wang, Yuan Wang, Zhiyuan Liu, Oluwarotimi Williams Samuel, Mei Yu, Xiangxin Li, Shixiong Chen, Guanglin Li
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	—	`conf`	The Effects of Electrode Locations on Silent Speech Recognition using High-Density sEMG. MetroInd4.0&IoT Mingxing Zhu, Xiaochen Wang, Xin Wang, Cheng Wang, Zijian Yang, Oluwarotimi Williams Samuel, Shixiong Chen, 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`	A joint resource-aware and medical data security framework for wearable healthcare systems. Future Gener. Comput. Syst. Sandeep Pirbhulal, Oluwarotimi Williams Samuel, Wanqing Wu, Arun Kumar Sangaiah, Guanglin Li
2019	J	`jnl`	Appropriate Mother Wavelets for Continuous Gait Event Detection Based on Time-Frequency Analysis for Hemiplegic and Healthy Individuals. Sensors Ning Ji, Hui Zhou, Kaifeng Guo, Oluwarotimi Williams Samuel, Zhen Huang, Lisheng Xu, Guanglin Li
2019	—	`conf`	Comparing Auditory Brainstem Responses evoked by Click and Sweep-Tone in Normal-Hearing Adults. EMBC Yanbing Jiang, Dan Wang, Zhenzhen Liu, Jingqian Tan, Oluwarotimi Williams Samuel, Hanjie Deng, Xin Wang, Mingxing Zhu, Xiaochen Wang, Shurui Sun, Peng Li, Shixiong Chen, Guanglin Li
2019	—	`conf`	Facial Features Extraction Based on Distance and Area of Points for Expression Recognition. ACIRS Muhammad Ilhamdi Rusydi, Rizka Hadelina, Oluwarotimi Williams Samuel, Agung Wahyu Setiawan, Carmadi Machbub
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	J	`jnl`	OMDP: An ontology-based model for diagnosis and treatment of diabetes patients in remote healthcare systems. Int. J. Distributed Sens. Networks Li Chen, Dongxin Lu, Menghao Zhu, Muhammad Muzammal, Oluwarotimi Williams Samuel, Guixin Huang, Weinan Li, Hongyan Wu
2019	—	`conf`	Performance of Flexible Non-contact Electrodes in Bioelectrical Signal Measurements. RCAR Xin Wang, Wanqing Wu, Shixiong Chen, Guanglin Li, Shuting Liu, Mingxing Zhu, Xiaochen Wang, Zhenzhen Liu, Yanbing Jiang, Dan Wang, Peng Li, Oluwarotimi Williams Samuel
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 Flexible Sensor for Muscle Shape Change Monitoring in Limb Motion Recognition. EMBC Pingao Huang, Zhenxin Chen, Menglong Fu, Hui Wang, Oluwarotimi Williams Samuel, Zhiyuan Liu, Yongmei Hu, Peng Fang, Shixiong Chen, Xiaodong Chen, 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`	A Pilot Study on Using Forcemyography to Record Upper-limb Movements for Human-machine Interactive Control. EMBC Nanxin Zhang, Xiangxin Li, Oluwarotimi Williams Samuel, Pingao Huang, Peng Fang, Guanglin Li
2018	J	`jnl`	A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control. IEEE Access Yanjuan Geng, Yatao Ouyang, Oluwarotimi Williams Samuel, Shixiong Chen, Xiaoqiang Lu, Chuang Lin, Guanglin Li
2018	—	`conf`	An intelligent wearable device for human's cervical vertebra posture monitoring. EMBC Yingying Wang, Hui Zhou, Zijian Yang, Oluwarotimi Williams Samuel, Weidong Liu, Yafei Cao, 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`	Fuzzy vault-based biometric security method for tele-health monitoring systems. Comput. Electr. Eng. Sandeep Pirbhulal, Peng Shang, Wanqing Wu, Arun Kumar Sangaiah, Oluwarotimi Williams Samuel, Guanglin Li
2018	—	`conf`	Improving the Robustness of Myoelectric Control System Using Linear Regression Classifier. CBS Yanjuan Geng, Tianbao Sun, Oluwarotimi Williams Samuel, Shixiong Chen, Xuyan Xing, Xin Guo, Guanglin Li
2018	—	`conf`	Influence of Functional Electrical Stimulation on Muscle and Nerve Rehabilitation in Post Targeted Muscle Reinnervation Surgery. CBS Jianping Huang, Oluwarotimi Williams Samuel, Yuanyuan Wang, Han Cui, Peng Fang, Guanglin Li
2018	J	`jnl`	Intelligent computing system based on pattern recognition and data mining algorithms. Sustain. Comput. Informatics Syst. Junlin Zhang, Oluwarotimi Williams Samuel, Haoxiang Wang
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
2018	J	`jnl`	Muscle Activity-Driven Green-Oriented Random Number Generation Mechanism to Secure WBSN Wearable Device Communications. Wirel. Commun. Mob. Comput. Yuanlong Cao, Guanghe Zhang, Fanghua Liu, Ilsun You, Guanglou Zheng, Oluwarotimi Williams Samuel, Shixiong Chen
2018	—	`conf`	Normalization factor for the assessment of elbow spasticity with passive stretch measurement: maximum torque VS. body weight. EMBC Lei Wang, Xin Guo, Oluwarotimi Williams Samuel, Pingao Huang, Hui Wang, Guanglin Li
2018	J	`jnl`	Pattern recognition of electromyography signals based on novel time domain features for amputees' limb motion classification. Comput. Electr. Eng. Oluwarotimi Williams Samuel, Hui Zhou, Xiangxin Li, Hui Wang, Haoshi Zhang, Arun Kumar Sangaiah, Guanglin Li
2018	J	`jnl`	Towards an efficient risk assessment in software projects-Fuzzy reinforcement paradigm. Comput. Electr. Eng. Arun Kumar Sangaiah, Oluwarotimi Williams Samuel, Xiong Li, Mohamed Abdel-Basset, Haoxiang Wang
2018	—	`conf`	Using Muscle Synergy to Evaluate the Neck Muscular Activities during Normal Swallowing. EMBC Mingxing Zhu, Oluwarotimi Williams Samuel, Zijian Yang, Wan-Hua Lin, Zhen Huang, Peng Fang, Jingqian Tan, Peng Li, Michael Chi-Fai Tong, Karman Kaying Leung, Shixiong Chen, Guanglin Li
2017	J	`jnl`	A Novel Technique for Fetal ECG Extraction Using Single-Channel Abdominal Recording. Sensors Nannan Zhang, Jinyong Zhang, Hui Li, Olatunji Mumini Omisore, Oluwarotimi Williams Samuel, Kamen Ivanov, Lei Wang
2017	—	`conf`	A new EMG-based index towards the assessment of elbow spasticity for post-stroke patients. EMBC Lei Wang, Xin Guo, Peng Fang, Yue Wei, Oluwarotimi Williams Samuel, Pingao Huang, Yanjuan Geng, Hui Wang, Guanglin Li
2017	—	`conf`	A pilot study on the evaluation of normal phonating function based on high-density sEMG topographic maps. EMBC Mingxing Zhu, Faya Liang, Oluwarotimi Williams Samuel, Shixiong Chen, Wanzhang Yang, Lin Lu, Haiqing Zou, Peng Li, Guanglin Li
2017	—	`ch.`	Activity Recognition Based on Pattern Recognition of Myoelectric Signals for Rehabilitation. Handbook of Large-Scale Distributed Computing in Smart Healthcare Oluwarotimi Williams Samuel, Peng Fang, Shixiong Chen, Yanjuan Geng, 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	—	`conf`	Electromyogram-based method to secure wireless body sensor networks for rehabilitation systems. EMBC Guanghe Zhang, Oluwarotimi Williams Samuel, Fanghua Liu, Shixiong Chen, Hui Zhou, Haoshi Zhang, Guanglin Li
2017	—	`conf`	Identification of isotonic forearm motions using muscle synergies for brain injured patients. NER Yanjuan Geng, Yatao Ouyang, Oluwarotimi Williams Samuel, Wenlong Yu, Yue Wei, Sheng Bi, Xiaoqiang Lu, Guanglin Li
2017	J	`jnl`	Improving the Robustness of Electromyogram-Pattern Recognition for Prosthetic Control by a Postprocessing Strategy. Frontiers Neurorobotics Xu Zhang, Xiangxin Li, Oluwarotimi Williams Samuel, Zhen Huang, Peng Fang, Guanglin Li
2017	—	`conf`	Motor imagery classification of upper limb movements based on spectral domain features of EEG patterns. EMBC Oluwarotimi Williams Samuel, Xiangxin Li, Yanjuan Geng, Pang Feng, Shixiong Chen, Guanglin Li
2017	—	`conf`	Real-time classification of forearm movements based on high density surface electromyography. RCAR Yue Wei, Yanjuan Geng, Wenlong Yu, Oluwarotimi Williams Samuel, Naifu Jiang, Hui Zhou, Xin Guo, Xiaoqiang Lu, 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
2017	J	`jnl`	Towards Efficient Decoding of Multiple Classes of Motor Imagery Limb Movements Based on EEG Spectral and Time Domain Descriptors. J. Medical Syst. Oluwarotimi Williams Samuel, Yanjuan Geng, Xiangxin Li, Guanglin Li
2017	—	`conf`	Using a new PPG indicator to increase the accuracy of PTT-based continuous cuffless blood pressure estimation. EMBC Wan-Hua Lin, Hui Wang, Oluwarotimi Williams Samuel, Guanglin Li
2016	—	`conf`	A new approach to mitigate the effect of force variation on pattern recognition for myoelectric control. EMBC Xiangxin Li, Rui Xu, Oluwarotimi Williams Samuel, Lan Tian, Haiqing Zou, Xiufeng Zhang, Shixiong Chen, Peng Fang, Guanglin Li
2016	—	`conf`	A preliminary evaluation of myoelectrical energy distribution of the front neck muscles in pharyngeal phase during normal swallowing. EMBC Mingxing Zhu, Wanzhang Yang, Oluwarotimi Williams Samuel, Yun Xiang, Jian-Ping Huang, Haiqing Zou, Guanglin Li
2016	J	`jnl`	Comparative Analysis of Neural Network and Fuzzy Logic Techniques in Credit Risk Evaluation. Int. J. Intell. Inf. Technol. Asogbon Mojisola Grace, Oluwarotimi Williams Samuel
2016	—	`conf`	FMG-based body motion registration using piezoelectret sensors. EMBC Xiangxin Li, Qifang Zhuo, Xu Zhang, Oluwarotimi Williams Samuel, Zeyang Xia, Xiaoqing Zhang, Peng Fang, Guanglin Li
2016	J	`jnl`	Towards Real-Time Detection of Gait Events on Different Terrains Using Time-Frequency Analysis and Peak Heuristics Algorithm. Sensors Hui Zhou, Ning Ji, Oluwarotimi Williams Samuel, Yafei Cao, Zhe-Yi Zhao, Shixiong Chen, Guanglin Li
2015	J	`jnl`	A Fuzzy-Based Recommender System for Electronic Products Selection using Users' Requirements and Other Users' Opinion. Int. J. Fuzzy Syst. Appl. Bolanle Adefowoke Ojokoh, Olatunji Mumini Omisore, Oluwarotimi Williams Samuel, Temidayo Otunniyi
2015	—	`conf`	Automatic Classification of Research Documents using Textual Entailment. JCDL Bolanle Adefowoke Ojokoh, Olatunji Mumini Omisore, Oluwarotimi Williams Samuel