OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Transactions on Human-Machine Systems is 2. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Information for Authors	86
Present a World of Opportunity	76
Present a World of Opportunity	71
IEEE Systems, Man, and Cybernetics Society Information	66
IEEE Systems, Man, and Cybernetics Society Information	55
IEEE Systems, Man, and Cybernetics Society Information	54
Table of Contents	53
An Incremental Learning Approach to Detect Muscular Fatigue in Human– Robot Collaboration	51
Activity and Stress Estimation Based on OpenPose and Electrocardiogram for User-Focused Level-4-Vehicles	50
How Resource Demands of Nondriving-Related Tasks and Engagement Time Affect Drivers’ Physiological Response and Takeover Performance in Conditional Automated Driving	49
SHA-SCP: A UI Element Spatial Hierarchy Aware Smartphone User Click Behavior Prediction Method	48
Talking Cars, Doubtful Users—A Population Study in Virtual Reality	47
Sonified Distance in Sensory Substitution Does Not Always Improve Localization: Comparison With a 2-D and 3-D Handheld Device	46
Synthetic vs Human Emotional Faces: What Changes in Humans’ Decoding Accuracy	43
The Effects of Haptic Feedback and Transition Type on Transfer of Control Between Drivers and Vehicle Automation	42
IEEE Transactions on Human-Machine Systems Information for Authors	42
Evaluation of Short-Range Depth Sonifications for Visual-to-Auditory Sensory Substitution	41
BGcsSENet: Bidirectional GRU With Spatial and Channel Squeeze-Excitation Network for Bundle Branch Block Detection	40
StoryExplorer: A Visualization Framework for Storyline Generation of Textual Narratives	40
To Inform or to Instruct? An Evaluation of Meaningful Vibrotactile Patterns to Support Automated Vehicle Takeover Performance	38
Human-Like Trajectory Planning Based on Postural Synergistic Kernelized Movement Primitives for Robot-Assisted Rehabilitation	37
IEEE Systems, Man, and Cybernetics Society Information	37
Nested Densely Atrous Spatial Pyramid Pooling and Deep Dense Short Connection for Skeleton Detection	37
EMG-Based Detection of Minimum Effective Load With Robotic-Resistance Leg Extensor Training	37
Effect and Sensitivity Analysis of VR Gaming on Human Contact Force Perception	36

Design and Investigation of a Suspended Backpack With Wide-Range Variable Stiffness Suspension for Reducing Energetic Cost	35
Smart Rollators Aid Devices: Current Trends and Challenges	35
IEEE Systems, Man, and Cybernetics Society Information	32
Object-Goal Navigation of Home Care Robot Based on Human Activity Inference and Cognitive Memory	31
IEEE Systems, Man, and Cybernetics Society	31
Performance Analysis of Learning From Demonstration Approaches During a Fine Movement Generation	30
Improving Teleoperation Through Human-Aware Haptic Feedback: A Distinguishable and Interpretable Physical Interaction Based on the Contact State	30
IEEE Systems, Man, and Cybernetics Society Information	30
A Review of Robot-Assisted Hand Spasticity Assessment	30
A State-Space Control Approach for Tracking Isometric Grip Force During BMI Enabled Neuromuscular Stimulation	30
Coordinated Adaptive Impedance Control of Redundantly Actuated Parallel Manipulators	29
A Comparison of a Touch-Gesture- and a Keystroke-Based Password Method: Toward Shoulder-Surfing Resistant Mobile User Authentication	29
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Deepfake Detection of Frontal Face Videos	28
Factors Affecting Pedestrians’ Trust in Automated Vehicles: Literature Review and Theoretical Model	28
Would You Imagine Yourself Negotiating With a Robot, Jennifer? Why Not?	27
TechRxiv: Share Your Preprint Research with the World!	27
IEEE Transactions on Human-Machine Systems Information for Authors	27
Table of Contents	27
A Naturalistic Driving Study of Feedback Timing and Financial Incentives in Promoting Speed Limit Compliance	26
Design of Traditional Cultural Experiences Using Augmented Reality Based on Environmental Presence	25
Exploring the Suitability of Using Virtual Reality and Augmented Reality for Anatomy Training	25
Real-Time Posture Identification System for Wheelchair Users Preventing the Generation of Pressure Ulcers	25
Improving Tactical Decision-Making Through Multiobjective Contrastive Explanations	25
Latent Representation in Human–Robot Interaction With Explicit Consideration of Periodic Dynamics	24
Performance and Usability Evaluation Scheme for Mobile Manipulator Teleoperation	23
Task-Oriented User Evaluation on Critiquing-Based Recommendation Chatbots	23
EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention	23
IEEE Transactions on Human-Machine Systems Information for Authors	22
IEEE Transactions on Human-Machine Systems Information for Authors	22
A Systematic Review on Motor-Imagery Brain-Connectivity-Based Computer Interfaces	21
Efficacy Assessments of Virtual Reality Systems for Immersive Consumer Testing—Two Case Studies With Tortilla Chip Evaluations	21
A Fast and Efficient Approach for Human Action Recovery From Corrupted 3-D Motion Capture Data Using QR Decomposition-Based Approximate SVD	20
ST-GCN-AltFormer: Gesture Recognition With Spatial-Temporal Alternating Transformer	20
An Empirical Study on Workers' Preferences in Human–Robot Task Assignment in Industrial Assembly Systems	20
A Bilateral Teleoperation Strategy Augmented by EMGP-VH for Live-Line Maintenance Robot	20
A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control	20
Self-Supervised Face Deocclusion via 3-D Face Reconstruction With Outlier Segmentation	20
A Technical Framework for Musical Biofeedback in Stroke Rehabilitation	20
IEEE Transactions on Human-Machine Systems Information for Authors	19
Table of Contents	19
IEEE Systems, Man, and Cybernetics Society	19
Can Visually Impaired Use Gestures to Interact With Computers? A Cognitive Load Perspective	19
Table of Contents	19
Respiratory Feature Extraction for Contactless Breathing Pattern Recognition Using a Single Digital Camera	19
Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio–Temporal Interaction	18
Information for Authors	18
Parallel Dual-Hand Detection by Using Hand and Body Features for Robot Teleoperation	18
Supervision of Multiple Remote Tower Centers: Evaluating a New Air Traffic Control Interface Based on Mental Workload and Eye Tracking	18
A Physics-Based Virtual Reality Haptic System Design and Evaluation by Simulating Human-Robot Collaboration	18
Gamification of Driver Distraction Feedback: A Simulator Study With Younger Drivers	18

Noncontact Respiratory Anomaly Detection Using Infrared Light-Wave Sensing	17
An Online Toolkit for Applications Featuring Collaborative Robots Across Different Domains	17
Present a World of Opportunity	17
BreathRelax: A Game-Based Breathing System Combines Stress Relief and Engagement	17
Human Vital Signs Estimation Using Resonance Sparse Spectrum Decomposition	17
IEEE ICHMS 2024	17
Visual Interfaces to Mitigate Eye Problems in a Virtual Environment via Triggering Eye Blinking and Movement	16
Lightweight Whole-Body Human Pose Estimation With Two-Stage Refinement Training Strategy	16
A Computer Vision Approach for Estimating Lifting Load Contributors to Injury Risk	16
Can a Chatbot Comfort Humans? Studying the Impact of a Supportive Chatbot on Users’ Self-Perceived Stress	16
Stiffness-Observer-Based Adaptive Control of an Intrinsically Compliant Parallel Wrist Rehabilitation Robot	16
Call for Papers: IEEE Transactions on Human-Machine Systems	16
LMFNet: A Lightweight Multiscale Fusion Network With Hierarchical Structure for Low-Quality 3-D Face Recognition	16
Underwater Attentional Generative Adversarial Networks for Image Enhancement	15
IEEE Systems, Man, and Cybernetics Society Information	15
Multi-Brain Coding Expands the Instruction Set in SSVEP-Based Brain-Computer Interfaces	15
An Online Multi-Index Approach to Human Ergonomics Assessment in the Workplace	15
Motion Planning for Human–Robot Collaboration Using an Objective-Switching Strategy	15
Table of Contents	15
Formalizing Motion Plan Legibility Using Empirical Manual Takeover Data in Autonomous Spacecraft Docking	15
Hand Segmentation With Dense Dilated U-Net and Structurally Incoherent Nonnegative Matrix Factorization-Based Gesture Recognition	15
TechRxiv: Share Your Preprint Research with the World!	15
Analyzing Surgeon–Robot Cooperative Performance in Robot-Assisted Intravascular Catheterization	15
Table of Contents	15
A Survey of 17 Indoor Travel Assistance Systems for Blind and Visually Impaired People	14
Mapping Intrinsic and Extrinsic Muscle Myoelectric Activity During Natural Dynamic Movements Into Finger and Wrist Kinematics Using Deep Learning Prediction Models	14
IEEE Transactions on Human-Machine Systems Information for Authors	14
Detecting Human Trust Calibration in Automation: A Convolutional Neural Network Approach	14
Fast, Accurate, But Sometimes Too-Compelling Support: The Impact of Imperfectly Automated Cues in an Augmented-Reality Head-Mounted Display on Visual Search Performance	14
IEEE Systems, Man, and Cybernetics Society Information	14
Modeling and Prediction of User Stability and Comfortability on Autonomous Wheelchairs With 3-D Mapping	14
A Multiobjective Discrete Harmony Search Optimizer for Disassembly Line Balancing Problems Considering Human Factors	14
IEEE Systems, Man, and Cybernetics Society	14
A User-Driven Sampling Model for Large-Scale Geographical Point Data Visualization via Convolutional Neural Networks	14
Phase Variable Based Recognition of Human Locomotor Activities Across Diverse Gait Patterns	14
Gesture-mmWAVE: Compact and Accurate Millimeter-Wave Radar-Based Dynamic Gesture Recognition for Embedded Devices	14
Multidimensional Scaling Orienting Discriminative Co-Representation Learning	14
Supporting Human–Robot Interaction by Projected Augmented Reality and a Brain Interface	13
Obstacle Avoidance in Highly Automated Cars: Can Progressive Haptic Shared Control Make it Safer and Smoother?	13
Design Eye-Tracking Augmented Reality Headset to Reduce Cognitive Load in Repetitive Parcel Scanning Task	13
Modeling Team Interaction and Decision-Making in Agile Human–Machine Teams: Quantum and Dynamical Systems Perspective	13
A Multisensor Interface to Improve the Learning Experience in Arc Welding Training Tasks	13
Assessment of Upper-Body Movement Quality in the Cartesian-Space is Feasible in the Harmony Exoskeleton	13
Trust in Range Estimation System in Battery Electric Vehicles–A Mixed Approach	13
Task-Dependent Adaptations in Closed-Loop Motor Control Based on Electrotactile Feedback	13
MobiEye: An Efficient Shopping-Assistance System for the Visually Impaired With Mobile Phone Sensing	12
TechRxiv: Share Your Preprint Research with the World!	12
Fine-Grained Assessment of Upper-Limb Bradykinesia Through Multimodal Feature Enhancement and Deep Learning	12
IEEE Transactions on Human-Machine Systems Information for Authors	12
Formalizing Distributed Situation Awareness in Multi-Agent Networks	12
Emotion Recognition Through Combining EEG and EOG Over Relevant Channels With Optimal Windowing	11
A Miner Mental State Evaluation Scheme With Decision Level Fusion Based on Multidomain EEG Information	11
Global-Local Image Perceptual Score (GLIPS): Evaluating Photorealistic Quality of AI-Generated Images	11
Can the Human Body be a Source of Energy Harvesting?—Present and Future Prospective	11
Limited Information Shared Control: A Potential Game Approach	11
RISE: Remote Instrumentation Science Environment for Learning-Based Image Analysis	11
EEG Features to Quantify the NASA-TLX Factors of Cognitive Workload	11
Call for Papers: IEEE Transactions on Human-Machine Systems	10
Dissociation Between Users’ Explicit and Implicit Attitudes Toward Artificial Intelligence: An Experimental Study	10
Intelligent Decision-Making and Human Language Communication Based on Deep Reinforcement Learning in a Wargame Environment	10
IEEE Systems, Man, and Cybernetics Society Information	10
A Method for Improving Online Active Engagement During Lower Limb Rehabilitation Training Based on EEG Signals	10
A Review on Human–Machine Trust Evaluation: Human-Centric and Machine-Centric Perspectives	10
Development of a MR Training System for Living Donor Liver Transplantation Using Simulated Liver Phantom and ICP Tracking Technology	9
Quantitative Physical Ergonomics Assessment of Teleoperation Interfaces	9
Aided Decision Processes in Dynamic Events: Measuring Decision Support Systems' Influence and Human Responsibility	9
Human-Centered Evaluation of EMG-Based Upper-Limb Prosthetic Control Modes	9
WiGRUNT: WiFi-Enabled Gesture Recognition Using Dual-Attention Network	9
Imagined Speech–EEG Detection Using Multivariate Swarm Sparse Decomposition-Based Joint Time–Frequency Analysis for Intuitive BCI	9
Fatigue Assessment and Control With Lower Limb Exoskeletons	9
Interactive Extended Reality Techniques in Information Visualization	8
TechRxiv: Share Your Preprint Research with the World!	8
IEEE Systems, Man, and Cybernetics Society Information	8
Testing the Validity of Multiparticipant Distributed Simulation for Understanding and Modeling Road User Interaction	8
TechRxiv: Share Your Preprint Research with the World!	8
IEEE Transactions on Human-Machine Systems Information for Authors	8
Optimal Reconstruction of Human Motion From Scarce Multimodal Data	8
IEEE Systems, Man, and Cybernetics Society Information	8
Table of Contents	8
IEEE Systems, Man, and Cybernetics Society Information	8

Human–Machine Cooperative Steering Control Considering Mitigating Human–Machine Conflict Based on Driver Trust	8
IEEE Systems, Man, and Cybernetics Society Information	8
Human Perception of AI Capabilities at Classifying Perturbed Roadway Signs	8
Building Contextualized Trust Profiles in Conditionally Automated Driving	8
Table of Contents	8
Table of Contents	8
SSGNN: A Macro and Microfacial Expression Recognition Graph Neural Network Combining Spatial and Spectral Domain Features	8
IEEE Systems, Man, and Cybernetics Society Information	8
IEEE Systems, Man, and Cybernetics Society Information	8
Electrodermal Responses to Driving Maneuvers in a Motion Sickness Inducing Real-World Driving Scenario	8
Present a World of Opportunity	8
Camera Frame Misalignment in a Teleoperated Eye-in-Hand Robot: Effects and a Simple Correction Method	8
Share Your Preprint Research with the World!	8
Present a world of opportunity	8
IEEE Transactions on Human-Machine Systems Information for Authors	8
IEEE Systems, Man, and Cybernetics Society Information	8
Applying Sonification to Sketching in the Air With Mobile AR Devices	8
Evaluating the Effect of Poor Contrast Ratio in Simulated Sensor-Based Vision Systems on Performance	8
Online Change Point Detection in Application With Transition-Aware Activity Recognition	7
A Review of Evaluation Practices of Gesture Generation in Embodied Conversational Agents	7
Inertial Measurement Units and Partial Least Square Regression to Predict Perceived Exertion During Repetitive Fatiguing Piano Tasks	7
IEEE Transactions on Human-Machine Systems Information for Authors	7
A Tool to Facilitate the Cross-Cultural Design Process Using Deep Learning	7
Stiffness-Switchable Hydrostatic Transmission Toward Safe Physical Human–Robot Interaction	7
A Novel Interval Type-2 Fuzzy Classifier Based on Explainable Neural Network for Surface Electromyogram Gesture Recognition	7
Synergistic Digital Twin and Holographic Augmented-Reality-Guided Percutaneous Puncture of Respiratory Liver Tumor	7
IEEE Systems, Man, and Cybernetics Society Information	7
Drivers’ Attention to Preview and Its Momentary Persistence	7
Augmented-Reality-Based Human Memory Enhancement Using Artificial Intelligence	7
A Neurosurgical Craniotomy Training System Based on Haptic Virtual Reality Simulation	7
CST Framework: A Robust and Portable Finger Motion Tracking Framework	7
Video-Based Automatic Wrist Flexion and Extension Classification	7
Present a World of Opportunity	7
Design of Smart Clothing With Automatic Cardiovascular Diseases Detection	6
Subject-Specific Human Modeling for Human Pose Estimation	6
A Game-Theoretic Model of Trust in Human–Robot Teaming: Guiding Human Observation Strategy for Monitoring Robot Behavior	6
Silent Speech Recognition Based on High-Density Surface Electromyogram Using Hybrid Neural Networks	6
Reliability and Models of Subjective Motion Incongruence Ratings in Urban Driving Simulations	6
Fusion of Spatial, Temporal, and Spectral EEG Signatures Improves Multilevel Cognitive Load Prediction	6
Human–Robot Interaction Video Sequencing Task (HRIVST) for Robot's Behavior Legibility	6
Enhancing Screen Reader Intelligibility in Noisy Environments	6
Wital: A COTS WiFi Devices Based Vital Signs Monitoring System Using NLOS Sensing Model	6
Variable Viewpoint Gesture Recognition Based on a Hybrid Graph Neural Network	6
IEEE Systems, Man, and Cybernetics Society Information	6
Single-Belt Versus Split-Belt: Intelligent Treadmill Control via Microphase Gait Capture for Poststroke Rehabilitation	6
Incorporating EEG and EMG Patterns to Evaluate BCI-Based Long-Term Motor Training	6
Call for Papers: IEEE Transactions on Human-Machine Systems	6
EEG-Based Familiar and Unfamiliar Face Classification Using Filter-Bank Differential Entropy Features	6
Design of a Robotic System Featured With High Operation Transparency for Quantifying Arm Impedance During Ultrasound Scanning	5
Assessing Alternative Approaches for Conveying Automated Vehicle “Intentions”	5
IEEE Systems, Man, and Cybernetics Society Information	5
Is My Siri the Same as Your Siri? An Exploration of Users’ Mental Model of Virtual Personal Assistants, Implications for Trust	5
A Bioinspired Virtual Reality Toolkit for Robot-Assisted Medical Application: BioVRbot	5
L-Sign: Large-Vocabulary Sign Gestures Recognition System	5
WiOpen: A Robust Wi-Fi-Based Open-Set Gesture Recognition Framework	5
IEEE Systems, Man, and Cybernetics Society	5
Ultrawideband Ranging in Dynamic Dense Human Networks	5
An Adaptive Time Budget Adjustment Strategy Based on a Take-Over Performance Model for Passive Fatigue	5
IEEE Transactions on Human-Machine Systems Information for Authors	5
Self-Supervised Human Activity Recognition With Localized Time-Frequency Contrastive Representation Learning	5
Information for Authors	5
Real-Time Supervision and Guidance for Rehabilitation Exercises via Computer Vision	5
A Virtual-Reality-Based Training and Assessment System for Bridge Inspectors With an Assistant Drone	5
Leveraging High-Density EMG to Investigate Bipolar Electrode Placement for Gait Prediction Models	5
A Modified Dynamic Movement Primitive Algorithm for Adaptive Gait Control of a Lower Limb Exoskeleton	4
Table of Contents	4
iMGC: Interactive Multiple Graph Clustering With Constrained Laplacian Rank	4
Working Conditions of Industrial Robot Operators–An Overview of Technology Dissemination, Job Characteristics, and Health Indicators in Modern Production Workplaces	4
Table of Contents	4
Deep Object Detector With Attentional Spatiotemporal LSTM for Space Human–Robot Interaction	4
Predicting Activities of Daily Living for the Coming Time Period in Smart Homes	4
Real-Time Myoelectric-Based Neural-Drive Decoding for Concurrent and Continuous Control of Robotic Finger Forces	4
Connect. Support. Inspire	4
Call for Papers: Special Issue on Trustworthy Human-Autonomy Teaming: Featured Research from the 4th International Conference on Human-Machine Systems (ICHMS 2024)	4
IEEE Transactions on Human-Machine Systems Information for Authors	4
A Model for Estimating the Leg Mechanical Work Required to Walk With an Elastically Suspended Backpack	4
Neuroergonomics in Digital Operating Rooms: Applying the Two-Competitor Model of Attention to the Surgical Context	4
What Challenges Does the Full-Touch HMI Mode Bring to Driver's Lateral Control Ability? A Comparative Study Based on Real Roads	4
Learning Mutual Excitation for Hand-to-Hand and Human-to-Human Interaction Recognition	4
Cognitive Workload Assessment of Prosthetic Devices: A Review of Literature and Meta-Analysis	4
IEEE Transactions on Human-Machine Systems Information for Authors	4
A Recent Review on Subjective and Objective Assessment of Trust in Human Autonomy Teaming	4
Attentive Sequence-to-Sequence Modeling of Stroke Gestures Articulation Performance	3
Visual Imagery-Based Brain-Computer Interaction Paradigms and Neural Encoding and Decoding	3
Natural Human–Robot Interaction for Vascular Interventional Surgery: Design and Evaluation of a Leader Device With Haptic Feedback	3
Threshold-Free Phase Segmentation and Zero Velocity Detection for Gait Analysis Using Foot-Mounted Inertial Sensors	3
A Multitemporal Scale and Spatial–Temporal Transformer Network for Temporal Action Localization	3
Spatiotemporal View-Reset Deep Learning With Attentional GRUs for Skeleton-Based Human Action Recognition	3
How Humans Comply With a (Potentially) Faulty Robot: Effects of Multidimensional Transparency	3
Palpation Characteristics of an Instrumented Virtual Cricothyroidotomy Simulator	3
IEEE Systems, Man, and Cybernetics Society Information	3
Exploring Factors Related to Drivers’ Mental Model of and Trust in Advanced Driver Assistance Systems Using an ABN-Based Mixed Approach	3
Assessment of Deep Learning-Based Heart Rate Estimation Using Remote Photoplethysmography Under Different Illuminations	3
AI-CardioCare: Artificial Intelligence Based Device for Cardiac Health Monitoring	3
Share Your Preprint Research with the World!	3