A web based decision support system driven by fuzzy logic for the diagnosis of typhoid fever. - O. W. Samuel; Olatunji Mumini Omisore; B. A. Ojokoh (Expert Syst. Appl., 2013)

Archetypal Personalized Recommender System for Mobile Phone Users. - B. A. Ojokoh; Olatunji Mumini Omisore; O. W. Samuel; U. I. Eno (Int. J. Inf. Retr. Res., 2013)

Personalized Recommender System for Digital Libraries. - Olatunji Mumini Omisore; O. W. Samuel (Int. J. Web Based Learn. Teach. Technol., 2014)

Automatic Classification of Research Documents using Textual Entailment. - Bolanle Adefowoke Ojokoh; Olatunji Mumini Omisore; Oluwarotimi Williams Samuel (JCDL, 2015)

A Genetic-Neuro-Fuzzy Inferential Technique for Diagnosis of Tuberculosis. - Atajeromavwo Edafe; Olatunji Mumini Omisore; Samuel Oluwarotimi (MobileHealth@MobiHoc, 2015)

A Fuzzy-Based Recommender System for Electronic Products Selection using Users' Requirements and Other Users' Opinion. - Bolanle Adefowoke Ojokoh; Olatunji Mumini Omisore; Oluwarotimi Williams Samuel; Temidayo Otunniyi (Int. J. Fuzzy Syst. Appl., 2015)

A new approach to mitigate the effect of force variation on pattern recognition for myoelectric control. - Xiangxin Li; Rui Xu; Oluwarotimi Williams Samuel; Lan Tian; Haiqing Zou; Xiufeng Zhang; Shixiong Chen; Peng Fang 001; Guanglin Li 001 (EMBC, 2016)

FMG-based body motion registration using piezoelectret sensors. - Xiangxin Li; Qifang Zhuo; Xu Zhang; Oluwarotimi Williams Samuel; Zeyang Xia; Xiaoqing Zhang; Peng Fang 001; Guanglin Li 001 (EMBC, 2016)

A preliminary evaluation of myoelectrical energy distribution of the front neck muscles in pharyngeal phase during normal swallowing. - Mingxing Zhu; Wanzhang Yang; Oluwarotimi Williams Samuel; Yun Xiang; Jian-Ping Huang; Haiqing Zou; Guanglin Li 001 (EMBC, 2016)

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)

Towards Real-Time Detection of Gait Events on Different Terrains Using Time-Frequency Analysis and Peak Heuristics Algorithm. - Hui Zhou 008; Ning Ji; Oluwarotimi Williams Samuel; Yafei Cao; Zhe-Yi Zhao; Shixiong Chen; Guanglin Li 001 (Sensors, 2016)

Activity Recognition Based on Pattern Recognition of Myoelectric Signals for Rehabilitation. - Oluwarotimi Williams Samuel; Peng Fang 001; Shixiong Chen; Yanjuan Geng; Guanglin Li 001 (Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017)

Using a new PPG indicator to increase the accuracy of PTT-based continuous cuffless blood pressure estimation. - Wan-Hua Lin; Hui Wang 051; Oluwarotimi Williams Samuel; Guanglin Li 001 (EMBC, 2017)

Motor imagery classification of upper limb movements based on spectral domain features of EEG patterns. - Oluwarotimi Williams Samuel; Xiangxin Li; Yanjuan Geng; Pang Feng; Shixiong Chen; Guanglin Li 001 (EMBC, 2017)

A new EMG-based index towards the assessment of elbow spasticity for post-stroke patients. - Lei Wang 029; Xin Guo 021; Peng Fang 001; Yue Wei; Oluwarotimi Williams Samuel; Pingao Huang; Yanjuan Geng; Hui Wang 051; Guanglin Li 001 (EMBC, 2017)

Electromyogram-based method to secure wireless body sensor networks for rehabilitation systems. - Guanghe Zhang; Oluwarotimi Williams Samuel; Fanghua Liu; Shixiong Chen; Hui Zhou 008; Haoshi Zhang; Guanglin Li 001 (EMBC, 2017)

A pilot study on the evaluation of normal phonating function based on high-density sEMG topographic maps. - Mingxing Zhu; Faya Liang; Oluwarotimi Williams Samuel; Shixiong Chen; Wanzhang Yang; Lin Lu; Haiqing Zou; Peng Li 019; Guanglin Li 001 (EMBC, 2017)

Identification of isotonic forearm motions using muscle synergies for brain injured patients. - Yanjuan Geng; Yatao Ouyang; Oluwarotimi Williams Samuel; Wenlong Yu; Yue Wei; Sheng Bi; Xiaoqiang Lu; Guanglin Li 001 (NER, 2017)

Real-time classification of forearm movements based on high density surface electromyography. - Yue Wei; Yanjuan Geng; Wenlong Yu; Oluwarotimi Williams Samuel; Naifu Jiang; Hui Zhou 008; Xin Guo 021; Xiaoqiang Lu; Guanglin Li 001 (RCAR, 2017)

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)

Improving the Robustness of Electromyogram-Pattern Recognition for Prosthetic Control by a Postprocessing Strategy. - Xu Zhang; Xiangxin Li; Oluwarotimi Williams Samuel; Zhen Huang; Peng Fang 001; Guanglin Li 001 (Frontiers Neurorobotics, 2017)

Towards Efficient Decoding of Multiple Classes of Motor Imagery Limb Movements Based on EEG Spectral and Time Domain Descriptors. - Oluwarotimi Williams Samuel; Yanjuan Geng; Xiangxin Li; Guanglin Li 001 (J. Medical Syst., 2017)

A Novel Technique for Fetal ECG Extraction Using Single-Channel Abdominal Recording. - Nannan Zhang; Jinyong Zhang; Hui Li 026; Olatunji Mumini Omisore; Oluwarotimi Williams Samuel; Kamen Ivanov; Lei Wang 029 (Sensors, 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)

Improving the Robustness of Myoelectric Control System Using Linear Regression Classifier. - Yanjuan Geng; Tianbao Sun; Oluwarotimi Williams Samuel; Shixiong Chen; Xuyan Xing; Xin Guo 021; Guanglin Li 001 (CBS, 2018)

Influence of Functional Electrical Stimulation on Muscle and Nerve Rehabilitation in Post Targeted Muscle Reinnervation Surgery. - Jianping Huang; Oluwarotimi Williams Samuel; Yuanyuan Wang; Han Cui; 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 Flexible Sensor for Muscle Shape Change Monitoring in Limb Motion Recognition. - Pingao Huang; Zhenxin Chen; Menglong Fu; Hui Wang 051; Oluwarotimi Williams Samuel; Zhiyuan Liu 013; Yongmei Hu; Peng Fang 001; Shixiong Chen; Xiaodong Chen; Guanglin Li 001 (EMBC, 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)

Normalization factor for the assessment of elbow spasticity with passive stretch measurement: maximum torque VS. body weight. - Lei Wang 029; Xin Guo 021; Oluwarotimi Williams Samuel; Pingao Huang; Hui Wang 051; Guanglin Li 001 (EMBC, 2018)

An intelligent wearable device for human's cervical vertebra posture monitoring. - Yingying Wang 008; Hui Zhou 008; Zijian Yang; Oluwarotimi Williams Samuel; Weidong Liu; Yafei Cao; Guanglin Li 001 (EMBC, 2018)

A Pilot Study on Using Forcemyography to Record Upper-limb Movements for Human-machine Interactive Control. - Nanxin Zhang; Xiangxin Li; Oluwarotimi Williams Samuel; Pingao Huang; Peng Fang 001; Guanglin Li 001 (EMBC, 2018)

Using Muscle Synergy to Evaluate the Neck Muscular Activities during Normal Swallowing. - Mingxing Zhu; Oluwarotimi Williams Samuel; Zijian Yang; Wan-Hua Lin; Zhen Huang; Peng Fang 001; Jingqian Tan; Peng Li 019; Michael Chi-Fai Tong; Karman Kaying Leung; Shixiong Chen; Guanglin Li 001 (EMBC, 2018)

A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control. - Yanjuan Geng; Yatao Ouyang; Oluwarotimi Williams Samuel; Shixiong Chen; Xiaoqiang Lu; Chuang Lin 001; Guanglin Li 001 (IEEE Access, 2018)

Fuzzy vault-based biometric security method for tele-health monitoring systems. - Sandeep Pirbhulal; Peng Shang; Wanqing Wu; Arun Kumar Sangaiah; Oluwarotimi Williams Samuel; Guanglin Li 001 (Comput. Electr. Eng., 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)

Pattern recognition of electromyography signals based on novel time domain features for amputees' limb motion classification. - Oluwarotimi Williams Samuel; Hui Zhou 008; Xiangxin Li; Hui Wang 051; Haoshi Zhang; Arun Kumar Sangaiah; Guanglin Li 001 (Comput. Electr. Eng., 2018)

Towards an efficient risk assessment in software projects-Fuzzy reinforcement paradigm. - Arun Kumar Sangaiah; Oluwarotimi Williams Samuel; Xiong Li 002; Mohamed Abdel-Basset; Haoxiang Wang 001 (Comput. Electr. Eng., 2018)

Intelligent computing system based on pattern recognition and data mining algorithms. - Junlin Zhang; Oluwarotimi Williams Samuel; Haoxiang Wang 001 (Sustain. Comput. Informatics Syst., 2018)

Muscle Activity-Driven Green-Oriented Random Number Generation Mechanism to Secure WBSN Wearable Device Communications. - Yuanlong Cao; Guanghe Zhang; Fanghua Liu; Ilsun You; Guanglou Zheng; Oluwarotimi Williams Samuel; Shixiong Chen (Wirel. Commun. Mob. Comput., 2018)

Facial Features Extraction Based on Distance and Area of Points for Expression Recognition. - Muhammad Ilhamdi Rusydi; Rizka Hadelina; Oluwarotimi Williams Samuel; Agung Wahyu Setiawan; Carmadi Machbub (ACIRS, 2019)

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)

Comparing Auditory Brainstem Responses evoked by Click and Sweep-Tone in Normal-Hearing Adults. - Yanbing Jiang; Dan Wang; Zhenzhen Liu; Jingqian Tan; Oluwarotimi Williams Samuel; Hanjie Deng; Xin Wang 088; Mingxing Zhu; Xiaochen Wang; Shurui Sun; Peng Li 019; Shixiong Chen; et al. (EMBC, 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)

Performance of Flexible Non-contact Electrodes in Bioelectrical Signal Measurements. - Xin Wang 088; Wanqing Wu; Shixiong Chen; Guanglin Li 001; Shuting Liu; Mingxing Zhu; Xiaochen Wang; Zhenzhen Liu; Yanbing Jiang; Dan Wang; Peng Li 019; Oluwarotimi Williams Samuel (RCAR, 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)

A joint resource-aware and medical data security framework for wearable healthcare systems. - Sandeep Pirbhulal; Oluwarotimi Williams Samuel; Wanqing Wu; Arun Kumar Sangaiah; Guanglin Li 001 (Future Gener. Comput. Syst., 2019)

OMDP: An ontology-based model for diagnosis and treatment of diabetes patients in remote healthcare systems. - Li Chen; Dongxin Lu; Menghao Zhu; Muhammad Muzammal; Oluwarotimi Williams Samuel; Guixin Huang; Weinan Li; Hongyan Wu (Int. J. Distributed Sens. Networks, 2019)

Appropriate Mother Wavelets for Continuous Gait Event Detection Based on Time-Frequency Analysis for Hemiplegic and Healthy Individuals. - Ning Ji; Hui Zhou 008; Kaifeng Guo; Oluwarotimi Williams Samuel; Zhen Huang; Lisheng Xu; Guanglin Li 001 (Sensors, 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)

A New Approach for Hand Gesture Recognition Based on the Fusion of sEMG and Impedance Information. - Yuan Wang; Simin Yuan; Pingao Huang; Hui Wang 051; Wenlong Yu; Menglong Fu; Xin Wang 088; Oluwarotimi Williams Samuel; Guanglin Li 001 (MetroInd4.0&IoT, 2020)

A Pilot Study on Auditory Brainstem Response Evoked with Randomized Stimulation Rate. - Xin Wang 088; Mingxing Zhu; Xiaochen Wang; Shuting Liu; Oluwarotimi Williams Samuel; Wanzhang Yang; Shixiong Chen; Guanglin Li 001 (MetroInd4.0&IoT, 2020)

The Effects of Electrode Locations on Silent Speech Recognition using High-Density sEMG. - Mingxing Zhu; Xiaochen Wang; Xin Wang 088; Cheng Wang; Zijian Yang; Oluwarotimi Williams Samuel; Shixiong Chen; Guanglin Li 001 (MetroInd4.0&IoT, 2020)

Continuous estimation of upper limb joint angle from sEMG signals based on SCA-LSTM deep learning approach. - Chenfei Ma; Chuang Lin 001; Oluwarotimi Williams Samuel; Lisheng Xu; Guanglin Li 001 (Biomed. Signal Process. Control., 2020)

Identification of Upper-Limb Movements Based on Muscle Shape Change Signals for Human-Robot Interaction. - Pingao Huang; Hui Wang 051; Yuan Wang; Zhiyuan Liu 013; Oluwarotimi Williams Samuel; Mei Yu; Xiangxin Li; Shixiong Chen; Guanglin Li 001 (Comput. Math. Methods Medicine, 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 Pilot Study on the Performance of Time-Domain Features in Speech Recognition based on high-density sEMG. - Xiaochen Wang; Mingxing Zhu; Oluwarotimi Williams Samuel; Zijian Yang; Lin Lu; Xingxing Cai; Xin Wang 088; Shixiong Chen; Guanglin Li 001 (EMBC, 2021)

A Hybrid Brain-Computer Interface using Extreme Learning Machines for Motor Intention Detection. - Ramón Osmany Ramírez Tasé; Denis Delisle Rodríguez; Oluwarotimi Williams Samuel; Alberto López Delis (IWAIPR, 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)

Neuro-evolutionary approach for optimal selection of EEG channels in motor imagery based BCI application. - Oluwagbenga Paul Idowu; Oluwaremilekun Adelopo; Ademola Enitan Ilesanmi; Xiangxin Li; Oluwarotimi Williams Samuel; Peng Fang 001; Guanglin Li 001 (Biomed. Signal Process. Control., 2021)

A new strategy based on feature filtering technique for improving the real-time control performance of myoelectric prostheses. - Xiangxin Li; Lan Tian; Yue Zheng; Oluwarotimi Williams Samuel; Peng Fang 001; Lin Wang 041; Guanglin Li 001 (Biomed. Signal Process. Control., 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)

An integrated deep learning model for motor intention recognition of multi-class EEG Signals in upper limb amputees. - Oluwagbenga Paul Idowu; Ademola Enitan Ilesanmi; Xiangxin Li; Oluwarotimi Williams Samuel; Peng Fang 001; Guanglin Li 001 (Comput. Methods Programs Biomed., 2021)

Lagrangian-averaged vorticity deviation of spiraling blood flow in the heart during isovolumic contraction and ejection phases. - Ke Yang; Shiqian Wu; Hui Zhang; Dhanjoo N. Ghista; Oluwarotimi Williams Samuel; Kelvin Kian Loong Wong (Medical Biol. Eng. Comput., 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)

A Novel and Efficient Feature Extraction Method for Deep Learning Based Continuous Estimation. - Chenfei Ma; Weiyu Guo; Hang Zhang 011; Oluwarotimi Williams Samuel; Xiaopeng Ji; Lisheng Xu; Guanglin Li 001 (IEEE Robotics Autom. Lett., 2021)

A Bi-Directional LSTM Network for Estimating Continuous Upper Limb Movement From Surface Electromyography. - Chenfei Ma; Chuang Lin 001; Oluwarotimi Williams Samuel; Weiyu Guo; Hang Zhang 011; Stephen E. Greenwald; Lisheng Xu; Guanglin Li 001 (IEEE Robotics Autom. Lett., 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)

Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction. - Rami N. Khushaba; Ali H. Al-Timemy; Oluwarotimi Williams Samuel; Erik J. Scheme (IEEE Trans. Hum. Mach. Syst., 2022)

A Novel Metric based on Bootstrapping Approach for sEMG Signal Quality Assessment Towards Robust Decoding of Lower Limb Locomotion. - Fangning Tan; Wenhao Wei; Yuanzhe Dong; Zhenyu Sun; Xu Yong; Oluwarotimi Williams Samuel; Guanglin Li 001 (CBS, 2023)

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)

An Attention-based Bidirectional LSTM Model for Continuous Cross-Subject Estimation of Knee Joint Angle during Running from sEMG Signals. - Alireza Rezaie Zangene; Oluwarotimi Williams Samuel; Ali Abbasi 007; Kianoush Nazarpour; Alistair A. McEwan; Guanglin Li 001 (EMBC, 2023)

Inspection of EEG Signals for Noninvasive Blood Glucose Monitoring in Prediabetes Diagnosis. - Tobore Igbe; Oluwarotimi Williams Samuel; Jingzhen Li; Frank Kulwa; Abhishek Kandwal; Zedong Nie (MeMeA, 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)

Adaptive Stepwise Feature Selection Approach for EEG-Based Epileptic Seizure Classification. - Sunday Timothy Aboyeji; Wenfang Zhou; Yuan Tao; Mingxing Zhu; Oluwarotimi Williams Samuel; Ijaz Ahmad; Guoru Zhao; Ji Yi; Michael Chi-Fai Tong; Xin Wang 088; Yi Guo; Shixiong Chen (EMBC, 2024)

Modem Myoelectric Control - Is it Time to Change the Algorithmic Focus? - Rami N. Khushaba; Oluwarotimi Williams Samuel; Ali H. Al-Timemy; Guanglin Li 001 (EMBC, 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)

Machine learning based tuberculosis (ML-TB) health predictor model: early TB health disease prediction with ML models for prevention in developing countries. - Priyanka Karmani; Aftab Ahmed Chandio; Imtiaz Ali Korejo; Oluwarotimi Williams Samuel; Majed Mohammed Aborokbah (PeerJ Comput. Sci., 2024)

Exploring EEG Signals for Noninvasive Blood Glucose Monitoring in Prediabetes Diagnosis. - Tobore Igbe; Abhishek Kandwal; Jingzhen Li; Frank Kulwa; Oluwarotimi Williams Samuel; Zedong Nie (IEEE Trans. Instrum. Meas., 2024)

An efficient feature selection and explainable classification method for EEG-based epileptic seizure detection. - Ijaz Ahmad; Chen Yao; Lin Li; Yan Chen; Zhenzhen Liu; Inam Ullah 001; Mohammad Shabaz; Xin Wang 088; Kaiyang Huang; Guanglin Li 001; Guoru Zhao; Oluwarotimi Williams Samuel; et al. (J. Inf. Secur. Appl., 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)

Robust Epileptic Seizure Detection Based on Biomedical Signals Using an Advanced Multi-View Deep Feature Learning Approach. - Ijaz Ahmad; Zhenzhen Liu; Lin Li; Inam Ullah 001; Sunday Timothy Aboyeji; Xin Wang 088; Oluwarotimi Williams Samuel; Guanglin Li 001; Yuan Tao; Yan Chen; Shixiong Chen (IEEE J. Biomed. Health Informatics, 2024)

A Novel sEMG-FMG Combined Sensor Fusion Approach Based on an Attention-Driven CNN for Dynamic Hand Gesture Recognition. - Tolulope Tofunmi Oyemakinde; Frank Kulwa; Xinhao Peng; Yan Liu 056; Jianglang Cao; Xinping Deng; Mengtao Wang; Guanglin Li 001; Oluwarotimi Williams Samuel; Peng Fang 001; Xiangxin Li (IEEE Trans. Instrum. Meas., 2025)

A secure federated learning privacy method for industrial IoT edge networks. - John Owoicho Odeh; Xiaolong Yang; Oluwarotimi Williams Samuel; Sahraoui Dhelim; Cosmas Ifeanyi Nwakanma (Clust. Comput., 2025)

Systematic investigation of privacy preservation techniques for industrial IoT-enabled critical edge network Infrastructure. - John Owoicho Odeh; Xiaolong Yang; Oluwarotimi Williams Samuel; Sahraoui Dhelim; Cosmas Ifeanyi Nwakanma (Clust. Comput., 2025)