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 2021-12-01 to 2025-12-01.)

Article	Citations
Information for Authors	90
Present a World of Opportunity	78
Present a World of Opportunity	72
IEEE Systems, Man, and Cybernetics Society Information	71
IEEE Systems, Man, and Cybernetics Society Information	57
IEEE Systems, Man, and Cybernetics Society Information	55
Table of Contents	54
An Incremental Learning Approach to Detect Muscular Fatigue in Human– Robot Collaboration	54
SHA-SCP: A UI Element Spatial Hierarchy Aware Smartphone User Click Behavior Prediction Method	50
Activity and Stress Estimation Based on OpenPose and Electrocardiogram for User-Focused Level-4-Vehicles	50
Talking Cars, Doubtful Users—A Population Study in Virtual Reality	50
Synthetic vs Human Emotional Faces: What Changes in Humans’ Decoding Accuracy	49
Sonified Distance in Sensory Substitution Does Not Always Improve Localization: Comparison With a 2-D and 3-D Handheld Device	49
IEEE Transactions on Human-Machine Systems Information for Authors	47
The Effects of Haptic Feedback and Transition Type on Transfer of Control Between Drivers and Vehicle Automation	45
StoryExplorer : A Visualization Framework for Storyline Generation of Textual Narratives	43
BGcsSENet: Bidirectional GRU With Spatial and Channel Squeeze-Excitation Network for Bundle Branch Block Detection	42
Evaluation of Short-Range Depth Sonifications for Visual-to-Auditory Sensory Substitution	42
To Inform or to Instruct? An Evaluation of Meaningful Vibrotactile Patterns to Support Automated Vehicle Takeover Performance	42
How Resource Demands of Nondriving-Related Tasks and Engagement Time Affect Drivers’ Physiological Response and Takeover Performance in Conditional Automated Driving	42
IEEE Systems, Man, and Cybernetics Society Information	39
EMG-Based Detection of Minimum Effective Load With Robotic-Resistance Leg Extensor Training	39
Human-Like Trajectory Planning Based on Postural Synergistic Kernelized Movement Primitives for Robot-Assisted Rehabilitation	38
Design and Investigation of a Suspended Backpack With Wide-Range Variable Stiffness Suspension for Reducing Energetic Cost	37
Nested Densely Atrous Spatial Pyramid Pooling and Deep Dense Short Connection for Skeleton Detection	37

Smart Rollators Aid Devices: Current Trends and Challenges	36
Effect and Sensitivity Analysis of VR Gaming on Human Contact Force Perception	36
IEEE Systems, Man, and Cybernetics Society	32
SMHNet: Self-Supervised Multiscale Hierarchical Network for High Fidelity 3-D Face Reconstruction	32
Object-Goal Navigation of Home Care Robot Based on Human Activity Inference and Cognitive Memory	32
IEEE Systems, Man, and Cybernetics Society Information	32
A Review of Robot-Assisted Hand Spasticity Assessment	31
IEEE Systems, Man, and Cybernetics Society Information	31
Improving Teleoperation Through Human-Aware Haptic Feedback: A Distinguishable and Interpretable Physical Interaction Based on the Contact State	30
A Comparison of a Touch-Gesture- and a Keystroke-Based Password Method: Toward Shoulder-Surfing Resistant Mobile User Authentication	30
Performance Analysis of Learning From Demonstration Approaches During a Fine Movement Generation	30
Would You Imagine Yourself Negotiating With a Robot, Jennifer? Why Not?	29
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Deepfake Detection of Frontal Face Videos	29
Coordinated Adaptive Impedance Control of Redundantly Actuated Parallel Manipulators	29
IEEE Transactions on Human-Machine Systems Information for Authors	28
Factors Affecting Pedestrians’ Trust in Automated Vehicles: Literature Review and Theoretical Model	28
A State-Space Control Approach for Tracking Isometric Grip Force During BMI Enabled Neuromuscular Stimulation	28
Real-Time Posture Identification System for Wheelchair Users Preventing the Generation of Pressure Ulcers	27
TechRxiv: Share Your Preprint Research with the World!	27
Table of Contents	27
Latent Representation in Human–Robot Interaction With Explicit Consideration of Periodic Dynamics	26
Performance and Usability Evaluation Scheme for Mobile Manipulator Teleoperation	26
Exploring the Suitability of Using Virtual Reality and Augmented Reality for Anatomy Training	25
Design of Traditional Cultural Experiences Using Augmented Reality Based on Environmental Presence	25
Improving Tactical Decision-Making Through Multiobjective Contrastive Explanations	24
A Naturalistic Driving Study of Feedback Timing and Financial Incentives in Promoting Speed Limit Compliance	24
EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention	23
IEEE Transactions on Human-Machine Systems Information for Authors	22
Task-Oriented User Evaluation on Critiquing-Based Recommendation Chatbots	22
A Technical Framework for Musical Biofeedback in Stroke Rehabilitation	22
IEEE Transactions on Human-Machine Systems Information for Authors	22
Efficacy Assessments of Virtual Reality Systems for Immersive Consumer Testing—Two Case Studies With Tortilla Chip Evaluations	21
Self-Supervised Face Deocclusion via 3-D Face Reconstruction With Outlier Segmentation	21
ST-GCN-AltFormer: Gesture Recognition With Spatial-Temporal Alternating Transformer	21
A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control	21
A Fast and Efficient Approach for Human Action Recovery From Corrupted 3-D Motion Capture Data Using QR Decomposition-Based Approximate SVD	20
IEEE Systems, Man, and Cybernetics Society	20
An Empirical Study on Workers' Preferences in Human–Robot Task Assignment in Industrial Assembly Systems	20
A Systematic Review on Motor-Imagery Brain-Connectivity-Based Computer Interfaces	20
A Bilateral Teleoperation Strategy Augmented by EMGP-VH for Live-Line Maintenance Robot	20
Can Visually Impaired Use Gestures to Interact With Computers? A Cognitive Load Perspective	19
Respiratory Feature Extraction for Contactless Breathing Pattern Recognition Using a Single Digital Camera	19
Emergency Motor Intention Detection Based on Unpredictable Anticipatory Activity: An EEG Study	19
IEEE Transactions on Human-Machine Systems Information for Authors	19
Table of Contents	19
Gamification of Driver Distraction Feedback: A Simulator Study With Younger Drivers	19
Parallel Dual-Hand Detection by Using Hand and Body Features for Robot Teleoperation	19
Table of Contents	19
A Physics-Based Virtual Reality Haptic System Design and Evaluation by Simulating Human-Robot Collaboration	19
Supervision of Multiple Remote Tower Centers: Evaluating a New Air Traffic Control Interface Based on Mental Workload and Eye Tracking	19

Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio–Temporal Interaction	19
An Online Toolkit for Applications Featuring Collaborative Robots Across Different Domains	18
Information for Authors	18
Human Vital Signs Estimation Using Resonance Sparse Spectrum Decomposition	18
IEEE ICHMS 2024	18
Stiffness-Observer-Based Adaptive Control of an Intrinsically Compliant Parallel Wrist Rehabilitation Robot	17
A Computer Vision Approach for Estimating Lifting Load Contributors to Injury Risk	17
Present a World of Opportunity	17
Noncontact Respiratory Anomaly Detection Using Infrared Light-Wave Sensing	17
An Online Multi-Index Approach to Human Ergonomics Assessment in the Workplace	17
Visual Interfaces to Mitigate Eye Problems in a Virtual Environment via Triggering Eye Blinking and Movement	17
Call for Papers: IEEE Transactions on Human-Machine Systems	17
BreathRelax: A Game-Based Breathing System Combines Stress Relief and Engagement	17
Motion Planning for Human–Robot Collaboration Using an Objective-Switching Strategy	16
Lightweight Whole-Body Human Pose Estimation With Two-Stage Refinement Training Strategy	16
Can a Chatbot Comfort Humans? Studying the Impact of a Supportive Chatbot on Users’ Self-Perceived Stress	16
Hand Segmentation With Dense Dilated U-Net and Structurally Incoherent Nonnegative Matrix Factorization-Based Gesture Recognition	16
A Recycling-Driven Dynamic Budget Allocation Strategy for Human–Agent Collaboration	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
Analyzing Surgeon–Robot Cooperative Performance in Robot-Assisted Intravascular Catheterization	15
Table of Contents	15
Table of Contents	15
Phase Variable Based Recognition of Human Locomotor Activities Across Diverse Gait Patterns	15
TechRxiv: Share Your Preprint Research with the World!	15
IEEE Transactions on Human-Machine Systems Information for Authors	15
A Multiobjective Discrete Harmony Search Optimizer for Disassembly Line Balancing Problems Considering Human Factors	15
IEEE Systems, Man, and Cybernetics Society Information	14
Formalizing Motion Plan Legibility Using Empirical Manual Takeover Data in Autonomous Spacecraft Docking	14
Mapping Intrinsic and Extrinsic Muscle Myoelectric Activity During Natural Dynamic Movements Into Finger and Wrist Kinematics Using Deep Learning Prediction Models	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
A User-Driven Sampling Model for Large-Scale Geographical Point Data Visualization via Convolutional Neural Networks	14
Multidimensional Scaling Orienting Discriminative Co-Representation Learning	14
Personalized Model-Driven Adaptive Task Facilitates Visuomotor Skill Learning Mediated by Promoting Flow Experience	14
IEEE Systems, Man, and Cybernetics Society	14
Detecting Human Trust Calibration in Automation: A Convolutional Neural Network Approach	14
Gesture-mmWAVE: Compact and Accurate Millimeter-Wave Radar-Based Dynamic Gesture Recognition for Embedded Devices	14
Modeling and Prediction of User Stability and Comfortability on Autonomous Wheelchairs With 3-D Mapping	14
Design Eye-Tracking Augmented Reality Headset to Reduce Cognitive Load in Repetitive Parcel Scanning Task	13
Obstacle Avoidance in Highly Automated Cars: Can Progressive Haptic Shared Control Make it Safer and Smoother?	13
Task-Dependent Adaptations in Closed-Loop Motor Control Based on Electrotactile Feedback	13
Supporting Human–Robot Interaction by Projected Augmented Reality and a Brain Interface	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
A Multisensor Interface to Improve the Learning Experience in Arc Welding Training Tasks	13
A Survey of 17 Indoor Travel Assistance Systems for Blind and Visually Impaired People	12
Formalizing Distributed Situation Awareness in Multi-Agent Networks	12
TechRxiv: Share Your Preprint Research with the World!	12
IEEE Transactions on Human-Machine Systems Information for Authors	12
Modeling Team Interaction and Decision-Making in Agile Human–Machine Teams: Quantum and Dynamical Systems Perspective	12
EEG Features to Quantify the NASA-TLX Factors of Cognitive Workload	12
Experience in Engineering Complex Systems: Active Preference Learning With Multiple Outcomes and Certainty Levels	11
Can the Human Body be a Source of Energy Harvesting?—Present and Future Prospective	11
A Miner Mental State Evaluation Scheme With Decision Level Fusion Based on Multidomain EEG Information	11
Limited Information Shared Control: A Potential Game Approach	11
Fine-Grained Assessment of Upper-Limb Bradykinesia Through Multimodal Feature Enhancement and Deep Learning	11
A Review on Human–Machine Trust Evaluation: Human-Centric and Machine-Centric Perspectives	11
RISE: Remote Instrumentation Science Environment for Learning-Based Image Analysis	11
Emotion Recognition Through Combining EEG and EOG Over Relevant Channels With Optimal Windowing	10
Dissociation Between Users’ Explicit and Implicit Attitudes Toward Artificial Intelligence: An Experimental Study	10
Global-Local Image Perceptual Score (GLIPS): Evaluating Photorealistic Quality of AI-Generated Images	10
MobiEye: An Efficient Shopping-Assistance System for the Visually Impaired With Mobile Phone Sensing	10
Call for Papers: IEEE Transactions on Human-Machine Systems	9
Interactive Extended Reality Techniques in Information Visualization	9
IEEE Systems, Man, and Cybernetics Society Information	9
TechRxiv: Share Your Preprint Research with the World!	9
IEEE Systems, Man, and Cybernetics Society Information	9
Evaluating the Effect of Poor Contrast Ratio in Simulated Sensor-Based Vision Systems on Performance	9
WiGRUNT: WiFi-Enabled Gesture Recognition Using Dual-Attention Network	9
Aided Decision Processes in Dynamic Events: Measuring Decision Support Systems' Influence and Human Responsibility	9
Intelligent Decision-Making and Human Language Communication Based on Deep Reinforcement Learning in a Wargame Environment	9
Fatigue Assessment and Control With Lower Limb Exoskeletons	9
A Method for Improving Online Active Engagement During Lower Limb Rehabilitation Training Based on EEG Signals	9
IEEE Systems, Man, and Cybernetics Society Information	8
Human-Centered Evaluation of EMG-Based Upper-Limb Prosthetic Control Modes	8
Development of a MR Training System for Living Donor Liver Transplantation Using Simulated Liver Phantom and ICP Tracking Technology	8
IEEE Systems, Man, and Cybernetics Society Information	8
Table of Contents	8

IEEE Systems, Man, and Cybernetics Society Information	8
Optimal Reconstruction of Human Motion From Scarce Multimodal Data	8
Table of Contents	8
IEEE Systems, Man, and Cybernetics Society Information	8
Quantitative Physical Ergonomics Assessment of Teleoperation Interfaces	8
Imagined Speech–EEG Detection Using Multivariate Swarm Sparse Decomposition-Based Joint Time–Frequency Analysis for Intuitive BCI	8
Present a World of Opportunity	8
Human Perception of AI Capabilities at Classifying Perturbed Roadway Signs	8
Present a world of opportunity	8
Camera Frame Misalignment in a Teleoperated Eye-in-Hand Robot: Effects and a Simple Correction Method	8
Testing the Validity of Multiparticipant Distributed Simulation for Understanding and Modeling Road User Interaction	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
Applying Sonification to Sketching in the Air With Mobile AR Devices	8
SSGNN: A Macro and Microfacial Expression Recognition Graph Neural Network Combining Spatial and Spectral Domain Features	8
TechRxiv: Share Your Preprint Research with the World!	8
IEEE Transactions on Human-Machine Systems Information for Authors	8
Building Contextualized Trust Profiles in Conditionally Automated Driving	8
IEEE Transactions on Human-Machine Systems Information for Authors	8
Human–Machine Cooperative Steering Control Considering Mitigating Human–Machine Conflict Based on Driver Trust	8
Share Your Preprint Research with the World!	7
Online Change Point Detection in Application With Transition-Aware Activity Recognition	7
A Neurosurgical Craniotomy Training System Based on Haptic Virtual Reality Simulation	7
Drivers’ Attention to Preview and Its Momentary Persistence	7
IEEE Transactions on Human-Machine Systems Information for Authors	7
Table of Contents	7
CST Framework: A Robust and Portable Finger Motion Tracking Framework	7
Stiffness-Switchable Hydrostatic Transmission Toward Safe Physical Human–Robot Interaction	7
IEEE Systems, Man, and Cybernetics Society Information	7
Present a World of Opportunity	7
A Review of Evaluation Practices of Gesture Generation in Embodied Conversational Agents	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
Video-Based Automatic Wrist Flexion and Extension Classification	7
Augmented-Reality-Based Human Memory Enhancement Using Artificial Intelligence	7
A Tool to Facilitate the Cross-Cultural Design Process Using Deep Learning	6
EEG-Based Familiar and Unfamiliar Face Classification Using Filter-Bank Differential Entropy Features	6
Fusion of Spatial, Temporal, and Spectral EEG Signatures Improves Multilevel Cognitive Load Prediction	6
Call for Papers: IEEE Transactions on Human-Machine Systems	6
Single-Belt Versus Split-Belt: Intelligent Treadmill Control via Microphase Gait Capture for Poststroke Rehabilitation	6
Reliability and Models of Subjective Motion Incongruence Ratings in Urban Driving Simulations	6
Enhancing Screen Reader Intelligibility in Noisy Environments	6
Variable Viewpoint Gesture Recognition Based on a Hybrid Graph Neural Network	6
IEEE Systems, Man, and Cybernetics Society Information	6
Incorporating EEG and EMG Patterns to Evaluate BCI-Based Long-Term Motor Training	6
Subject-Specific Human Modeling for Human Pose Estimation	6
Inertial Measurement Units and Partial Least Square Regression to Predict Perceived Exertion During Repetitive Fatiguing Piano Tasks	6
A Game-Theoretic Model of Trust in Human–Robot Teaming: Guiding Human Observation Strategy for Monitoring Robot Behavior	6
Design of Smart Clothing With Automatic Cardiovascular Diseases Detection	6
Silent Speech Recognition Based on High-Density Surface Electromyogram Using Hybrid Neural Networks	6
Wital: A COTS WiFi Devices Based Vital Signs Monitoring System Using NLOS Sensing Model	6
Human–Robot Interaction Video Sequencing Task (HRIVST) for Robot's Behavior Legibility	6
IEEE Transactions on Human-Machine Systems Information for Authors	5
L-Sign: Large-Vocabulary Sign Gestures Recognition System	5
IEEE Systems, Man, and Cybernetics Society Information	5
Cognitive Workload Assessment of Prosthetic Devices: A Review of Literature and Meta-Analysis	5
Ultrawideband Ranging in Dynamic Dense Human Networks	5
Design of a Robotic System Featured With High Operation Transparency for Quantifying Arm Impedance During Ultrasound Scanning	5
WiOpen: A Robust Wi-Fi-Based Open-Set Gesture Recognition Framework	5
IEEE Systems, Man, and Cybernetics Society	5
An Adaptive Time Budget Adjustment Strategy Based on a Take-Over Performance Model for Passive Fatigue	5
A Bioinspired Virtual Reality Toolkit for Robot-Assisted Medical Application: BioVRbot	5
Information for Authors	5
Self-Supervised Human Activity Recognition With Localized Time-Frequency Contrastive Representation Learning	5
Assessing Alternative Approaches for Conveying Automated Vehicle “Intentions”	5
Is My Siri the Same as Your Siri? An Exploration of Users’ Mental Model of Virtual Personal Assistants, Implications for Trust	5
Real-Time Supervision and Guidance for Rehabilitation Exercises via Computer Vision	5
iMGC: Interactive Multiple Graph Clustering With Constrained Laplacian Rank	5
A Model for Estimating the Leg Mechanical Work Required to Walk With an Elastically Suspended Backpack	4
Working Conditions of Industrial Robot Operators–An Overview of Technology Dissemination, Job Characteristics, and Health Indicators in Modern Production Workplaces	4
A Modified Dynamic Movement Primitive Algorithm for Adaptive Gait Control of a Lower Limb Exoskeleton	4
Neuroergonomics in Digital Operating Rooms: Applying the Two-Competitor Model of Attention to the Surgical Context	4
Predicting Activities of Daily Living for the Coming Time Period in Smart Homes	4
Leveraging High-Density EMG to Investigate Bipolar Electrode Placement for Gait Prediction Models	4
Table of Contents	4
IEEE Transactions on Human-Machine Systems Information for Authors	4
Exploration of Teammate Trust and Interaction Dynamics in Human-Autonomy Teaming	4
Table of Contents	4
A Recent Review on Subjective and Objective Assessment of Trust in Human Autonomy Teaming	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
A Virtual-Reality-Based Training and Assessment System for Bridge Inspectors With an Assistant Drone	4
Connect. Support. Inspire	4
Deep Object Detector With Attentional Spatiotemporal LSTM for Space Human–Robot Interaction	4
What Challenges Does the Full-Touch HMI Mode Bring to Driver's Lateral Control Ability? A Comparative Study Based on Real Roads	4
Real-Time Myoelectric-Based Neural-Drive Decoding for Concurrent and Continuous Control of Robotic Finger Forces	4
IEEE Transactions on Human-Machine Systems Information for Authors	4
Table of Contents	4
Learning Mutual Excitation for Hand-to-Hand and Human-to-Human Interaction Recognition	4
IEEE Systems, Man, and Cybernetics Society Information	3
Information for Authors	3
Share Your Preprint Research with the World!	3
Natural Human–Robot Interaction for Vascular Interventional Surgery: Design and Evaluation of a Leader Device With Haptic Feedback	3
A Multitemporal Scale and Spatial–Temporal Transformer Network for Temporal Action Localization	3
IEEE Systems, Man, and Cybernetics Society Information	3