OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Human-Machine Systems is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

Article	Citations
A Review of Shared Control for Automated Vehicles: Theory and Applications	112
A Smartphone-Based Adaptive Recognition and Real-Time Monitoring System for Human Activities	111
Human-Machine Interaction Sensing Technology Based on Hand Gesture Recognition: A Review	109
Cobots in Industry 4.0: A Roadmap for Future Practice Studies on Human–Robot Collaboration	71
An AI-Based Visual Aid With Integrated Reading Assistant for the Completely Blind	63
Agent Transparency: A Review of Current Theory and Evidence	53
A Comparative Evaluation of a Virtual Reality Table and a HoloLens-Based Augmented Reality System for Anatomy Training	52
Agent Transparency and Reliability in Human–Robot Interaction: The Influence on User Confidence and Perceived Reliability	51
Models of Trust in Human Control of Swarms With Varied Levels of Autonomy	42
A Self-Paced BCI With a Collaborative Controller for Highly Reliable Wheelchair Driving: Experimental Tests With Physically Disabled Individuals	42
Individual Differences in Trust in Autonomous Robots: Implications for Transparency	40
Brain–Computer Interface Software: A Review and Discussion	39
State-of-the-Art Robotic Devices for Wrist Rehabilitation: Design and Control Aspects	38
Gesture-Radar: A Dual Doppler Radar Based System for Robust Recognition and Quantitative Profiling of Human Gestures	32
The IMPACT of Agent Transparency on Human Performance	32
Sequential Weakly Labeled Multiactivity Localization and Recognition on Wearable Sensors Using Recurrent Attention Networks	30
How Communicating Features can Help Pedestrian Safety in the Presence of Self-Driving Vehicles: Virtual Reality Experiment	29
Review of Human–Machine Interfaces for Small Unmanned Systems With Robotic Manipulators	29
A Review of Human–Machine Cooperation in the Robotics Domain	28
Influence of Culture, Transparency, Trust, and Degree of Automation on Automation Use	27
WiGRUNT: WiFi-Enabled Gesture Recognition Using Dual-Attention Network	27
Active Compliance Control Reduces Upper Body Effort in Exoskeleton-Supported Walking	26
A Review of Evaluation Practices of Gesture Generation in Embodied Conversational Agents	25
A Multiviewpoint Outdoor Dataset for Human Action Recognition	24
A Systematic Review on Motor-Imagery Brain-Connectivity-Based Computer Interfaces	24

Interaction With Gaze, Gesture, and Speech in a Flexibly Configurable Augmented Reality System	24
Exploration of Teammate Trust and Interaction Dynamics in Human-Autonomy Teaming	23
Who/What Is My Teammate? Team Composition Considerations in Human–AI Teaming	20
An Online Multi-Index Approach to Human Ergonomics Assessment in the Workplace	19
Techniques for Constructing Indoor Navigation Systems for the Visually Impaired: A Review	19
Sign Language Recognition Based on R(2+1)D With Spatial–Temporal–Channel Attention	19
A Usability Study of Low-Cost Wireless Brain-Computer Interface for Cursor Control Using Online Linear Model	18
Transparency for a Workload-Adaptive Cognitive Agent in a Manned–Unmanned Teaming Application	18
A Review on Human–Machine Trust Evaluation: Human-Centric and Machine-Centric Perspectives	18
A Review of Virtual Reality Studies on Autonomous Vehicle–Pedestrian Interaction	18
Vision Processing for Assistive Vision: A Deep Reinforcement Learning Approach	18
A Survey of Hybrid Human-Artificial Intelligence for Social Computing	18
Hand Gesture Recognition Using Multiple Acoustic Measurements at Wrist	17
Eye-Tracking for Performance Evaluation and Workload Estimation in Space Telerobotic Training	17
Can a Chatbot Comfort Humans? Studying the Impact of a Supportive Chatbot on Users’ Self-Perceived Stress	17
Musculoskeletal Model for Path Generation and Modification of an Ankle Rehabilitation Robot	16
Dynamic Role-Based Access Control Policy for Smart Grid Applications: An Offline Deep Reinforcement Learning Approach	16
A Survey of Eye Tracking in Automobile and Aviation Studies: Implications for Eye-Tracking Studies in Marine Operations	16
State of the Art in Bionic Hands	16
Threshold-Free Phase Segmentation and Zero Velocity Detection for Gait Analysis Using Foot-Mounted Inertial Sensors	16
A Virtual-Reality-Based Training and Assessment System for Bridge Inspectors With an Assistant Drone	15
Assessment of Deep Learning-Based Heart Rate Estimation Using Remote Photoplethysmography Under Different Illuminations	15
Evaluation of a Predictor-Based Framework in High-Speed Teleoperated Military UGVs	15
Optimization of HD-sEMG-Based Cross-Day Hand Gesture Classification by Optimal Feature Extraction and Data Augmentation	15
Human Activity Recognition Using Smartphones With WiFi Signals	14
A Deep Learning Framework of Autonomous Pilot Agent for Air Traffic Controller Training	14
Dissociation Between Users’ Explicit and Implicit Attitudes Toward Artificial Intelligence: An Experimental Study	14
Gesture Recognition Using Reflected Visible and Infrared Lightwave Signals	14
ASL Trigger Recognition in Mixed Activity/Signing Sequences for RF Sensor-Based User Interfaces	14
Implementation of a Character Recognition System Based on Finger-Joint Tracking Using a Depth Camera	14
Delivering Critical Stimuli for Decision Making in VR Training: Evaluation Study of a Firefighter Training Scenario	14
Neurophysiological Evaluation of Haptic Feedback for Myoelectric Prostheses	13
Is My Siri the Same as Your Siri? An Exploration of Users’ Mental Model of Virtual Personal Assistants, Implications for Trust	13
Guest Editorial: Agent and System Transparency	13
Online Learning Human Behavior for a Class of Human-in-the-Loop Systems via Adaptive Inverse Optimal Control	13
3D Model-Based Gaze Tracking Via Iris Features With a Single Camera and a Single Light Source	12
The HoloLens Augmented Reality System Provides Valid Measures of Gait Performance in Healthy Adults	12
Toward Active Physical Human–Robot Interaction: Quantifying the Human State During Interactions	12
Toward Robots’ Behavioral Transparency of Temporal Difference Reinforcement Learning With a Human Teacher	12
Hierarchical Eye-Tracking Data Analytics for Human Fatigue Detection at a Traffic Control Center	12
Evaluating Cybersickness of Walking on an Omnidirectional Treadmill in Virtual Reality	12
A Unifying Theory of Driver Perception and Steering Control on Straight and Winding Roads	12
Levels of Automation and Transparency: Interaction Design Considerations in Assistive Robots for Older Adults	12
Local Domain Adaptation for Cross-Domain Activity Recognition	12
Deep Object Detector With Attentional Spatiotemporal LSTM for Space Human–Robot Interaction	12
Performance of a Steady-State Visual Evoked Potential and Eye Gaze Hybrid Brain-Computer Interface on Participants With and Without a Brain Injury	11
Impact of Pilot's Expertise on Selection, Use, Trust, and Acceptance of Automation	11
EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks	11
Influence of Mobile Robots on Human Safety Perception and System Productivity in Wholesale and Retail Trade Environments: A Pilot Study	11
An Empirical Approach to Modeling User-System Interaction Conflicts in Smart Homes	11

Use of Mobile EEG in Decoding Hand Movement Speed and Position	11
Underwater Attentional Generative Adversarial Networks for Image Enhancement	11
Identifying Drone Operator by Deep Learning and Ensemble Learning of IMU and Control Data	10
Electromyography for Teleoperated Tasks in Weightlessness	10
An Efficient RGB-D Hand Gesture Detection Framework for Dexterous Robot Hand-Arm Teleoperation System	10
Multiuser Stereoscopic Projection Techniques for CAVE-Type Virtual Reality Systems	10
Shared Control in Robot Teleoperation With Improved Potential Fields	10
An Adaptive Time Budget Adjustment Strategy Based on a Take-Over Performance Model for Passive Fatigue	10
Binocular Feature Fusion and Spatial Attention Mechanism Based Gaze Tracking	10
CNN Confidence Estimation for Rejection-Based Hand Gesture Classification in Myoelectric Control	9
Automation Error Type and Methods of Communicating Automation Reliability Affect Trust and Performance: An Empirical Study in the Cyber Domain	9
Driving Skill Modeling Using Neural Networks for Performance-Based Haptic Assistance	9
Shared Intelligence for Robot Teleoperation via BMI	9
Toward Long-Term FMG Model-Based Estimation of Applied Hand Force in Dynamic Motion During Human–Robot Interactions	9
Assistant Robot Enhances the Perceived Communication Quality of People With Dementia: A Proof of Concept	9
Factors Affecting Pedestrians’ Trust in Automated Vehicles: Literature Review and Theoretical Model	9
Archery Skill Assessment Using an Acceleration Sensor	9
Demand-Driven Transparency for Monitoring Intelligent Agents	9
A Multi-Stream Sequence Learning Framework for Human Interaction Recognition	8
Obstacle Avoidance in Highly Automated Cars: Can Progressive Haptic Shared Control Make it Safer and Smoother?	8
Design and Experimental Verification of a Hip Exoskeleton Based on Human–Machine Dynamics for Walking Assistance	8
Analysis of Driving Patterns and On-Board Feedback-Based Training for Proactive Road Safety Monitoring	8
Facial Expression Imitation Method for Humanoid Robot Based on Smooth-Constraint Reversed Mechanical Model (SRMM)	8
Individualized Mutual Adaptation in Human-Agent Teams	8
Best Viewpoints for External Robots or Sensors Assisting Other Robots	8
EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention	8
Review of Closed-Loop Brain–Machine Interface Systems From a Control Perspective	8
Synergistic Digital Twin and Holographic Augmented-Reality-Guided Percutaneous Puncture of Respiratory Liver Tumor	8
Quantitative Physical Ergonomics Assessment of Teleoperation Interfaces	8
The Level of Measurement of Subjective Situation Awareness and Its Dimensions in the Situation Awareness Rating Technique (SART)	8
L-Sign: Large-Vocabulary Sign Gestures Recognition System	8
Lifting Posture Prediction With Generative Models for Improving Occupational Safety	8
Two-Dimensional Fingertip Force Training With Improved Haptic Sensation via Stochastic Resonance	8
A Multiplayer VR Live Concert With Information Exchange Through Feedback Modulated by EEG Signals	8
Classification of Officers’ Driving Situations Based on Eye-Tracking and Driver Performance Measures	8
An Empirical Study on Workers' Preferences in Human–Robot Task Assignment in Industrial Assembly Systems	8
Variable Damping Control for pHRI: Considering Stability, Agility, and Human Effort in Controlling Human Interactive Robots	8
Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio–Temporal Interaction	7
Cognitive Workload Assessment of Prosthetic Devices: A Review of Literature and Meta-Analysis	7
Subject-Independent Classification of P300 Event-Related Potentials Using a Small Number of Training Subjects	7
An Investigation of Drivers’ Dynamic Situational Trust in Conditionally Automated Driving	7
U-WeAr: User Recognition on Wearable Devices through Arm Gesture	7
ArmSym: A Virtual Human–Robot Interaction Laboratory for Assistive Robotics	7
Driver-Pedestrian Perceptual Models Demonstrate Coupling: Implications for Vehicle Automation	7
SoDar: Multitarget Gesture Recognition Based on SIMO Doppler Radar	7
A Technical Framework for Musical Biofeedback in Stroke Rehabilitation	7
An Improved IOHMM-Based Stochastic Driver Lane-Changing Model	7
Organizing Audible Alarm Sounds in the Hospital: A Card-Sorting Study	7
A Computer Vision Approach for Estimating Lifting Load Contributors to Injury Risk	7
SSGNN: A Macro and Microfacial Expression Recognition Graph Neural Network Combining Spatial and Spectral Domain Features	7
Intelligent Decision-Making and Human Language Communication Based on Deep Reinforcement Learning in a Wargame Environment	7
Hand Tracking and Gesture Recognition by Multiple Contactless Sensors: A Survey	7
Influence of the Physical Interface on the Quality of Human–Exoskeleton Interaction	7
Incorporating EEG and EMG Patterns to Evaluate BCI-Based Long-Term Motor Training	7
Vision-Based Human Pose Estimation via Deep Learning: A Survey	7
Computer Interface for Real-Time Gait Biofeedback Using a Wearable Integrated Sensor System for Data Acquisition	7