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2025
An Integrated Force Myography and SVM-Based Machine Learning System for Enhanced Muscle Exertion Assessment in Industrial Settings
Arabian Journal for Science and Engineering
2025
Lecture Notes in Mechanical Engineering
2025
An Active Control Method for a Lower Limb Rehabilitation Robot with Human Motion Intention Recognition
Sensors
2025
Graph Convolution Network with EEG-EMG Fusion for Upper Limb Motion Intention Recognition
Journal of Shanghai Jiaotong University (Science)
2025
Seafarer Fatigue Identification Based on PSO-ACLSTM
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering
2025
2025 IEEE Medical Measurements & Applications (MeMeA)
2025
EMG feature extraction and muscle selection for continuous upper limb movement regression
Biomedical Signal Processing and Control
2025
A review of wearable flexible sensors for sports: from materials to applications
International Journal of Smart and Nano Materials
2025
Continuous Estimation of sEMG-Based Upper-Limb Joint Angles in the Time–Frequency Domain Using a Scale Temporal–Channel Cross-Encoder
Actuators
2024
Lecture Notes in Networks and Systems
2024
2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
2024
Data-Driven Stroke Classification Utilizing Electromyographic Muscle Features and Machine Learning Techniques
Applied Sciences
2024
Modeling the Intent to Interact With VR Using Physiological Features
IEEE Transactions on Visualization and Computer Graphics
2024
Prediction of Continuous Joint Angles of the Lower Limb Based on sEMG by Using the ISSA-HKELM Algorithm
IEEE Sensors Journal
2024
Improved Transfer Learning for Detecting Upper-Limb Movement Intention Using Mechanical Sensors in an Exoskeletal Rehabilitation System
IEEE Transactions on Neural Systems and Rehabilitation Engineering
2024
Continuous Kalman Estimation Method for Finger Kinematics Tracking from Surface Electromyography
Cyborg and Bionic Systems
2024
Complex Systems and Their Applications
2024
Lower Limb Joint Angle Prediction Based on Multistream Signaling and Quantile Regression, Temporal Convolution Network–Bidirectional Long Short-Term Memory Network Neural Network
Machines
2024
Lecture Notes in Networks and Systems
2024
Optimizing Sensor Placement and Machine Learning Techniques for Accurate Hand Gesture Classification
Electronics
2024
Feature extraction and classification of different hand movements from the emg signal using linear discriminant analysis classifier
i-manager’s Journal on Electronics Engineering
2024
Lecture Notes in Networks and Systems
2024
Comprehensive Review of Feature Extraction Techniques for sEMG Signal Classification: From Handcrafted Features to Deep Learning Approaches
IRBM
2024
2024 4th International Symposium on Artificial Intelligence and Intelligent Manufacturing (AIIM)
2023
2023 35th Chinese Control and Decision Conference (CCDC)
2023
Assistance level quantification-based human-robot interaction space reshaping for rehabilitation training
Frontiers in Neurorobotics
2023
Statistical Database of Human Motion Recognition Using Wearable IoT—A Review
IEEE Sensors Journal
2023
Human Lower Limb Motion Intention Recognition for Exoskeletons: A Review
IEEE Sensors Journal
2023
2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)
2022
Design and Control of a Lower Limb Rehabilitation Robot Based on Human Motion Intention Recognition with Multi-Source Sensor Information
Machines
2022
ADTIDO: Detecting the Tired Deck Officer with Fusion Feature Methods
Sensors
2022
2022 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES)
2022
Classification of Activities of Daily Living Based on Grasp Dynamics Obtained from a Leap Motion Controller
Sensors
2022
Evaluation of feature projection techniques in object grasp classification using electromyogram signals from different limb positions
PeerJ Computer Science
2022
Classification of biological signals and time domain feature extraction using capsule optimized auto encoder‐electroencephalographic and electromyography
International Journal of Adaptive Control and Signal Processing
2021
2021 International Conference on Data Analytics for Business and Industry (ICDABI)
2021
Neuromechanical Biomarkers for Robotic Neurorehabilitation
Frontiers in Neurorobotics
2021
A novel method for credit scoring based on feature transformation and ensemble model
PeerJ Computer Science
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