OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Transactions on Human-Machine Systems is 1. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Present a World of Opportunity	106
Present a World of Opportunity	90
IEEE Systems, Man, and Cybernetics Society Information	88
IEEE Systems, Man, and Cybernetics Society Information	71
IEEE Systems, Man, and Cybernetics Society Information	70
Table of Contents	69
Activity and Stress Estimation Based on OpenPose and Electrocardiogram for User-Focused Level-4-Vehicles	67
Sonified Distance in Sensory Substitution Does Not Always Improve Localization: Comparison With a 2-D and 3-D Handheld Device	64
Nightlights for Older Adults: Enhancing Bedroom-to-Bathroom Transitions With Community Resident Feedback	59
IEEE Transactions on Human-Machine Systems Information for Authors	59
Nonauditory Schemes for Universal Information Access: Translating Braille into Vibrotactile Cues for the Blind	57
An Incremental Learning Approach to Detect Muscular Fatigue in Human– Robot Collaboration	53
Next Generation of Brain-Computer Interfaces: A Proposal for Spikes Detection Based on CDMA and Power Domain Nonorthogonal Multiple Access Techniques	50
Evaluation of Short-Range Depth Sonifications for Visual-to-Auditory Sensory Substitution	48
Talking Cars, Doubtful Users—A Population Study in Virtual Reality	48
Development and Modeling of a Soft Array Actuator for Elderly Assistive Robotic Exoskeleton	47
StoryExplorer : A Visualization Framework for Storyline Generation of Textual Narratives	45
BGcsSENet: Bidirectional GRU With Spatial and Channel Squeeze-Excitation Network for Bundle Branch Block Detection	44
How Resource Demands of Nondriving-Related Tasks and Engagement Time Affect Drivers’ Physiological Response and Takeover Performance in Conditional Automated Driving	42
To Inform or to Instruct? An Evaluation of Meaningful Vibrotactile Patterns to Support Automated Vehicle Takeover Performance	42
Fixed-Time Inverse Reinforcement Learning Based Human–Machine Autonomous Game Control	42
EMG-Based Detection of Minimum Effective Load With Robotic-Resistance Leg Extensor Training	41
SHA-SCP: A UI Element Spatial Hierarchy Aware Smartphone User Click Behavior Prediction Method	41
IEEE Systems, Man, and Cybernetics Society Information	40
SMHNet: Self-Supervised Multiscale Hierarchical Network for High Fidelity 3-D Face Reconstruction	38

Nested Densely Atrous Spatial Pyramid Pooling and Deep Dense Short Connection for Skeleton Detection	38
Speech2Blend: A Hybrid Network for Speech-Driven 3-D Facial Animation by Learning Blendshape	38
Human-Like Trajectory Planning Based on Postural Synergistic Kernelized Movement Primitives for Robot-Assisted Rehabilitation	36
Design and Investigation of a Suspended Backpack With Wide-Range Variable Stiffness Suspension for Reducing Energetic Cost	36
Effect and Sensitivity Analysis of VR Gaming on Human Contact Force Perception	35
Smartphone-Based Telerehabilitation for Low Back Pain: A Randomized Controlled Trial on Pain, Disability, Fear-Avoidance, and Trunk Muscle Endurance	34
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver’s Comprehension of ADS’s System Limitations	33
Fast Decision Making in Human–Machine Interaction Through Estimation of Human Reaching Intent	33
Exploring Factors Influencing Human-Autonomy Teams in Automated Driving System Operations	32
Smart Rollators Aid Devices: Current Trends and Challenges	31
IEEE Systems, Man, and Cybernetics Society Information	30
IEEE Systems, Man, and Cybernetics Society Information	30
A State-Space Control Approach for Tracking Isometric Grip Force During BMI Enabled Neuromuscular Stimulation	29
Object-Goal Navigation of Home Care Robot Based on Human Activity Inference and Cognitive Memory	29
Coordinated Adaptive Impedance Control of Redundantly Actuated Parallel Manipulators	28
Improving Teleoperation Through Human-Aware Haptic Feedback: A Distinguishable and Interpretable Physical Interaction Based on the Contact State	28
A Review of Robot-Assisted Hand Spasticity Assessment	27
Connect. Support. Inspire.	26
Operational and Biomechanical Evaluation of a Wrist Exoskeleton Prototype for Assisting Meat-Cutting Tasks	26
A Comparison of a Touch-Gesture- and a Keystroke-Based Password Method: Toward Shoulder-Surfing Resistant Mobile User Authentication	25
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Deepfake Detection of Frontal Face Videos	25
Cognition-Guided Coupled Learning for Camouflaged Object Detection	25
Design and Implementation of a Novel Olfactory-Enhanced Cardiac Sensing System for Psychological Stress Assessment	25
Call for Papers: IEEE Transactions on Human-Machine Systems	25
Table of Contents	24
IEEE Transactions on Human-Machine Systems Information for Authors	24
Table of Contents	24
TechRxiv: Share Your Preprint Research with the World!	24
Real-Time Posture Identification System for Wheelchair Users Preventing the Generation of Pressure Ulcers	24
Exploring the Suitability of Using Virtual Reality and Augmented Reality for Anatomy Training	23
Latent Representation in Human–Robot Interaction With Explicit Consideration of Periodic Dynamics	23
Adaptive Lévy Flight-Based Optimization for Fetal ECG Recovery and Arrhythmia Detection	22
Deep Learning-Driven Decision Fusion: Spatio-Spectrogram Features for Inner Speech Recognition From Electroencephalogram Signals	22
Design of Traditional Cultural Experiences Using Augmented Reality Based on Environmental Presence	21
IEEE Transactions on Human-Machine Systems Information for Authors	21
Performance and Usability Evaluation Scheme for Mobile Manipulator Teleoperation	21
A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control	21
Improving Tactical Decision-Making Through Multiobjective Contrastive Explanations	21
Guided Self-Attention: Find the Generalized Necessarily Distinct Vectors for Grain Size Grading	21
IEEE Transactions on Human-Machine Systems Information for Authors	21
Efficacy Assessments of Virtual Reality Systems for Immersive Consumer Testing—Two Case Studies With Tortilla Chip Evaluations	20
IEEE Transactions on Human-Machine Systems Information for Authors	20
ST-GCN-AltFormer: Gesture Recognition With Spatial-Temporal Alternating Transformer	19
A Bilateral Teleoperation Strategy Augmented by EMGP-VH for Live-Line Maintenance Robot	19
IEEE Transactions on Human-Machine Systems Information for Authors	18
Self-Supervised Face Deocclusion via 3-D Face Reconstruction With Outlier Segmentation	18
Emergency Motor Intention Detection Based on Unpredictable Anticipatory Activity: An EEG Study	18
A Fast and Efficient Approach for Human Action Recovery From Corrupted 3-D Motion Capture Data Using QR Decomposition-Based Approximate SVD	18
Table of Contents	18
An Empirical Study on Workers' Preferences in Human–Robot Task Assignment in Industrial Assembly Systems	18

Gamification of Driver Distraction Feedback: A Simulator Study With Younger Drivers	17
Supervision of Multiple Remote Tower Centers: Evaluating a New Air Traffic Control Interface Based on Mental Workload and Eye Tracking	17
Augmenting Human Hazard Situational Awareness With Haptic Interface for Heterogeneous Autonomous Vehicles	17
Parallel Dual-Hand Detection by Using Hand and Body Features for Robot Teleoperation	17
Decision-Making in Controlled Environment Agriculture: Producer Perspectives on Digital Decision-Support Tools in the US	17
Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio–Temporal Interaction	17
A Physics-Based Virtual Reality Haptic System Design and Evaluation by Simulating Human-Robot Collaboration	17
Respiratory Feature Extraction for Contactless Breathing Pattern Recognition Using a Single Digital Camera	17
IEEE ICHMS 2024	16
TechRxiv: Share Your Preprint Research with the World!	16
An Online Toolkit for Applications Featuring Collaborative Robots Across Different Domains	15
Present a World of Opportunity	15
Noncontact Respiratory Anomaly Detection Using Infrared Light-Wave Sensing	14
Human Vital Signs Estimation Using Resonance Sparse Spectrum Decomposition	14
BreathRelax: A Game-Based Breathing System Combines Stress Relief and Engagement	14
Call for Papers: IEEE Transactions on Human-Machine Systems	14
Stiffness-Observer-Based Adaptive Control of an Intrinsically Compliant Parallel Wrist Rehabilitation Robot	14
Visual Interfaces to Mitigate Eye Problems in a Virtual Environment via Triggering Eye Blinking and Movement	14
Lightweight Whole-Body Human Pose Estimation With Two-Stage Refinement Training Strategy	14
A Recycling-Driven Dynamic Budget Allocation Strategy for Human–Agent Collaboration	13
Underwater Attentional Generative Adversarial Networks for Image Enhancement	13
Modeling and Prediction of User Stability and Comfortability on Autonomous Wheelchairs With 3-D Mapping	13
LMFNet: A Lightweight Multiscale Fusion Network With Hierarchical Structure for Low-Quality 3-D Face Recognition	13
An Online Multi-Index Approach to Human Ergonomics Assessment in the Workplace	13
Efficient CSI-Based Indoor Human Activity Recognition System Optimized for Edge Devices	13
Quantifying Manual Adjustment of Foot Placement Under a Fixed Robotic Trajectory in Lower Limb Exoskeletons	13
Hand Segmentation With Dense Dilated U-Net and Structurally Incoherent Nonnegative Matrix Factorization-Based Gesture Recognition	13
Table of Contents	13
TechRxiv: Share Your Preprint Research with the World!	13
A Vision-Driven End-User Robot Programming Method Based on the Alignment Between Body Language and Motion Commands	12
Analyzing Surgeon–Robot Cooperative Performance in Robot-Assisted Intravascular Catheterization	12
Estimating Workload for Supervisory Human–Robot Teams: An Initial Analysis of Meta-Learning	12
IEEE Transactions on Human-Machine Systems Information for Authors	12
WiViHAR: A Deep Learning-Based Human Activity Recognition Method Using WiFi and Vision Multimodal Fusion	12
Fast, Accurate, But Sometimes Too-Compelling Support: The Impact of Imperfectly Automated Cues in an Augmented-Reality Head-Mounted Display on Visual Search Performance	12
Multi-Brain Coding Expands the Instruction Set in SSVEP-Based Brain-Computer Interfaces	12
Multidimensional Scaling Orienting Discriminative Co-Representation Learning	12
A Context-Sensitive Brain-Inspired Architecture for Decision Making From Streaming Data	12
Personalized Model-Driven Adaptive Task Facilitates Visuomotor Skill Learning Mediated by Promoting Flow Experience	12
IEEE Systems, Man, and Cybernetics Society Information	11
Mapping Intrinsic and Extrinsic Muscle Myoelectric Activity During Natural Dynamic Movements Into Finger and Wrist Kinematics Using Deep Learning Prediction Models	11
Formalizing Motion Plan Legibility Using Empirical Manual Takeover Data in Autonomous Spacecraft Docking	11
IEEE Systems, Man, and Cybernetics Society Information	11
Deep Reinforcement Learning Empowered Sign Language Recognition for Enhanced Accessibility in Smart Home	11
A Multiobjective Discrete Harmony Search Optimizer for Disassembly Line Balancing Problems Considering Human Factors	11
IEEE Systems, Man, and Cybernetics Society	11
Inferring Pilot Cognitive States Using a Multimodal Physiology-Based Graph Fusion Model	11
Detecting Human Trust Calibration in Automation: A Convolutional Neural Network Approach	11
Gesture-mmWAVE: Compact and Accurate Millimeter-Wave Radar-Based Dynamic Gesture Recognition for Embedded Devices	11
Assessment of Upper-Body Movement Quality in the Cartesian-Space is Feasible in the Harmony Exoskeleton	11
Supporting Human–Robot Interaction by Projected Augmented Reality and a Brain Interface	10
A User-Driven Sampling Model for Large-Scale Geographical Point Data Visualization via Convolutional Neural Networks	10
A Multisensor Interface to Improve the Learning Experience in Arc Welding Training Tasks	10
Design Eye-Tracking Augmented Reality Headset to Reduce Cognitive Load in Repetitive Parcel Scanning Task	10
Obstacle Avoidance in Highly Automated Cars: Can Progressive Haptic Shared Control Make it Safer and Smoother?	10
Modeling Team Interaction and Decision-Making in Agile Human–Machine Teams: Quantum and Dynamical Systems Perspective	10
Task-Dependent Adaptations in Closed-Loop Motor Control Based on Electrotactile Feedback	10
IEEE Systems, Man, and Cybernetics Society Information	10
Radar-Based Semi-Supervised Human Activity Recognition With Multichannel Scattering Separation	10
IEEE Transactions on Human-Machine Systems Information for Authors	9
RISE: Remote Instrumentation Science Environment for Learning-Based Image Analysis	9
A Miner Mental State Evaluation Scheme With Decision Level Fusion Based on Multidomain EEG Information	9
EEG Features to Quantify the NASA-TLX Factors of Cognitive Workload	9
Error-Correction Enabled Contactless Sedentary Behavior Detection via WiFi Sensing	9
Fine-Grained Assessment of Upper-Limb Bradykinesia Through Multimodal Feature Enhancement and Deep Learning	9
Trust in Range Estimation System in Battery Electric Vehicles–A Mixed Approach	9
Experience in Engineering Complex Systems: Active Preference Learning With Multiple Outcomes and Certainty Levels	9
Differential Game With Motor Intent Prediction for Diverging Human Motion Plan	9
IoT-Integrated Augmented Reality for Spatially Aware Human–Machine Interaction for IEEE Transactions on Human-Machine Systems	9
Global-Local Image Perceptual Score (GLIPS): Evaluating Photorealistic Quality of AI-Generated Images	9
MobiEye: An Efficient Shopping-Assistance System for the Visually Impaired With Mobile Phone Sensing	9
Formalizing Distributed Situation Awareness in Multi-Agent Networks	9
Emotion Recognition Through Combining EEG and EOG Over Relevant Channels With Optimal Windowing	9
Limited Information Shared Control: A Potential Game Approach	9
Can the Human Body be a Source of Energy Harvesting?—Present and Future Prospective	9
IEEE Systems, Man, and Cybernetics Society Information	9
A Review on Human–Machine Trust Evaluation: Human-Centric and Machine-Centric Perspectives	9
TechRxiv: Share Your Preprint Research with the World!	8
IEEE Systems, Man, and Cybernetics Society Information	8
Electrodermal Responses to Driving Maneuvers in a Motion Sickness Inducing Real-World Driving Scenario	8

WiGRUNT: WiFi-Enabled Gesture Recognition Using Dual-Attention Network	8
Intelligent Decision-Making and Human Language Communication Based on Deep Reinforcement Learning in a Wargame Environment	8
IEEE Systems, Man, and Cybernetics Society Information	8
A Method for Improving Online Active Engagement During Lower Limb Rehabilitation Training Based on EEG Signals	8
Development of a MR Training System for Living Donor Liver Transplantation Using Simulated Liver Phantom and ICP Tracking Technology	8
Fatigue Assessment and Control With Lower Limb Exoskeletons	8
Human–Machine Cooperative Steering Control Considering Mitigating Human–Machine Conflict Based on Driver Trust	8
IEEE Systems, Man, and Cybernetics Society Information	8
IEEE Systems, Man, and Cybernetics Society Information	8
Effects of Time and Posture Factors on Handwriting Features of Dynamic Signature	8
Aided Decision Processes in Dynamic Events: Measuring Decision Support Systems' Influence and Human Responsibility	8
Human-Centered Evaluation of EMG-Based Upper-Limb Prosthetic Control Modes	8
IEEE Systems, Man, and Cybernetics Society Information	8
Imagined Speech–EEG Detection Using Multivariate Swarm Sparse Decomposition-Based Joint Time–Frequency Analysis for Intuitive BCI	8
IEEE Systems, Man, and Cybernetics Society Information	8
Interactive Extended Reality Techniques in Information Visualization	8
Applying Sonification to Sketching in the Air With Mobile AR Devices	7
SSGNN: A Macro and Microfacial Expression Recognition Graph Neural Network Combining Spatial and Spectral Domain Features	7
Present a World of Opportunity	7
Human–Machine Shared Steering in Driving via Integration of Driver Fatigue in a Fuzzy Logic-Based System	7
Building Contextualized Trust Profiles in Conditionally Automated Driving	7
Testing the Validity of Multiparticipant Distributed Simulation for Understanding and Modeling Road User Interaction	7
IEEE Systems, Man, and Cybernetics Society Information	7
Human Perception of AI Capabilities at Classifying Perturbed Roadway Signs	7
Decision Behavior of Leading Vehicle Driver With Predictive-Forward-Collision-Warning Considering Group Heterogeneity	7
Table of Contents	7
Driver's Perceived Risk Prediction Method Based on Semisupervised Learning Strategy	7
Camera Frame Misalignment in a Teleoperated Eye-in-Hand Robot: Effects and a Simple Correction Method	6
IEEE Transactions on Human-Machine Systems Information for Authors	6
Present a world of opportunity	6
Stiffness-Switchable Hydrostatic Transmission Toward Safe Physical Human–Robot Interaction	6
Exploring the Effect of Gaze and Distance Guidance in Room-Scale Virtual Reality	6
IEEE Systems, Man, and Cybernetics Society Information	6
Share Your Preprint Research with the World!	6
Online Change Point Detection in Application With Transition-Aware Activity Recognition	6
Optimal Reconstruction of Human Motion From Scarce Multimodal Data	6
IEEE Transactions on Human-Machine Systems Information for Authors	6
Table of Contents	6
P3-FSLNet: A Compact Spatio-Temporal Model With Contrastive Few-Shot Learning for Subject-Independent P300 Detection in Devanagari Script-Based P300 Speller	5
CST Framework: A Robust and Portable Finger Motion Tracking Framework	5
Inertial Measurement Units and Partial Least Square Regression to Predict Perceived Exertion During Repetitive Fatiguing Piano Tasks	5
Subject-Specific Human Modeling for Human Pose Estimation	5
Phy-HHMR: Physics-Aware Holistic Human Mesh Reconstruction	5
Embedding Eye-Tracking Metrics Into the Clinical Judgment Framework: Visual Cue Processing and Scanning Efficiency in Expert Versus Novice Nurses During Rapid Patient Deterioration	5
Table of Contents	5
IEEE Transactions on Human-Machine Systems Information for Authors	5
Impact of Noncontact Tactile Stimulation on Motion-Induced Electrodermal Responses and Subjective Motion Sickness	5
Video-Based Automatic Wrist Flexion and Extension Classification	5
A Novel Interval Type-2 Fuzzy Classifier Based on Explainable Neural Network for Surface Electromyogram Gesture Recognition	5
Synergistic Digital Twin and Holographic Augmented-Reality-Guided Percutaneous Puncture of Respiratory Liver Tumor	5
Drivers’ Attention to Preview and Its Momentary Persistence	5
Present a World of Opportunity	5
Reduced Taxi Delays With Intelligent Departure Metering Advisory Tool	5
IEEE Systems, Man, and Cybernetics Society Information	5
A Neurosurgical Craniotomy Training System Based on Haptic Virtual Reality Simulation	5
Augmented-Reality-Based Human Memory Enhancement Using Artificial Intelligence	5
Variable Viewpoint Gesture Recognition Based on a Hybrid Graph Neural Network	4
Design of Smart Clothing With Automatic Cardiovascular Diseases Detection	4
Integration of a Human Controller Into a Digital Twin Prototype of a Chainsaw	4
Incorporating EEG and EMG Patterns to Evaluate BCI-Based Long-Term Motor Training	4
Effects of NDRT Interface Display and Control Modalities on Motion Sickness and Preference During Autonomous Driving	4
Fusion of Spatial, Temporal, and Spectral EEG Signatures Improves Multilevel Cognitive Load Prediction	4
IEEE Systems, Man, and Cybernetics Society Information	4
Design of a Robotic System Featured With High Operation Transparency for Quantifying Arm Impedance During Ultrasound Scanning	4
IEEE Systems, Man, and Cybernetics Society Information	4
Wital: A COTS WiFi Devices Based Vital Signs Monitoring System Using NLOS Sensing Model	4
Silent Speech Recognition Based on High-Density Surface Electromyogram Using Hybrid Neural Networks	4
IEEE Systems, Man, and Cybernetics Society Information	4
EEG-Based Familiar and Unfamiliar Face Classification Using Filter-Bank Differential Entropy Features	4
Human–Robot Interaction Video Sequencing Task (HRIVST) for Robot's Behavior Legibility	4
Call for Papers: IEEE Transactions on Human-Machine Systems	4
Real-Time Supervision and Guidance for Rehabilitation Exercises via Computer Vision	4
Self-Supervised Human Activity Recognition With Localized Time-Frequency Contrastive Representation Learning	4
GMCDA: Graph-Based Multisource Conditional Distribution Domain Adaptation Network for EEG Recognition of Emotions	4
WiOpen: A Robust Wi-Fi-Based Open-Set Gesture Recognition Framework	4
A Game-Theoretic Model of Trust in Human–Robot Teaming: Guiding Human Observation Strategy for Monitoring Robot Behavior	4
Single-Belt Versus Split-Belt: Intelligent Treadmill Control via Microphase Gait Capture for Poststroke Rehabilitation	4
Enhancing Screen Reader Intelligibility in Noisy Environments	4
Reliability and Models of Subjective Motion Incongruence Ratings in Urban Driving Simulations	4
IEEE Systems, Man, and Cybernetics Society Information	4
CLEAR: Channel-Filtered Learning With Ensemble Attention and Robustness for Cognitive Domain Generalization	4
Ultrawideband Ranging in Dynamic Dense Human Networks	4
A Bioinspired Virtual Reality Toolkit for Robot-Assisted Medical Application: BioVRbot	4
IEEE Transactions on Human-Machine Systems Information for Authors	4
Table of Contents	3
A Model for Estimating the Leg Mechanical Work Required to Walk With an Elastically Suspended Backpack	3
Enhancing Early Mortality Prediction With Clinical Notes as Time-Series Scores	3
IEEE Transactions on Human-Machine Systems Information for Authors	3
IEEE Transactions on Human-Machine Systems Information for Authors	3
Neuroergonomics in Digital Operating Rooms: Applying the Two-Competitor Model of Attention to the Surgical Context	3
A Modified Dynamic Movement Primitive Algorithm for Adaptive Gait Control of a Lower Limb Exoskeleton	3
IEEE Transactions on Human-Machine Systems Information for Authors	3
Predicting Activities of Daily Living for the Coming Time Period in Smart Homes	3
What Challenges Does the Full-Touch HMI Mode Bring to Driver's Lateral Control Ability? A Comparative Study Based on Real Roads	3
Call for Papers: Special Issue on Trustworthy Human-Autonomy Teaming: Featured Research from the 4th International Conference on Human-Machine Systems (ICHMS 2024)	3