IEEE Transactions on Human-Machine Systems

4.2(top 10%)

impact factor

826(top 20%)

papers

20.5K(top 10%)

citations

66(top 10%)

h-index

4.4(top 10%)

impact factor

1.3K

all documents

21.7K

doc citations

103(top 10%)

g-index

Top Articles

#	Title	Journal	Year	Citations
1	The GRASP Taxonomy of Human Grasp Types	IEEE Transactions on Human-Machine Systems	2016	594
2	Enabling Effective Programming and Flexible Management of Efficient Body Sensor Network Applications	IEEE Transactions on Human-Machine Systems	2013	377
3	Human–Agent Teaming for Multirobot Control: A Review of Human Factors Issues	IEEE Transactions on Human-Machine Systems	2014	330
4	EEG-Based Brain-Controlled Mobile Robots: A Survey	IEEE Transactions on Human-Machine Systems	2013	299
5	Human Activity Recognition Process Using 3-D Posture Data	IEEE Transactions on Human-Machine Systems	2015	274
6	Human Interaction With Robot Swarms: A Survey	IEEE Transactions on Human-Machine Systems	2016	265
7	Action Recognition From Depth Maps Using Deep Convolutional Neural Networks	IEEE Transactions on Human-Machine Systems	2016	235
8	A Hand Gesture Recognition Framework and Wearable Gesture-Based Interaction Prototype for Mobile Devices	IEEE Transactions on Human-Machine Systems	2014	232
9	Improving Human Action Recognition Using Fusion of Depth Camera and Inertial Sensors	IEEE Transactions on Human-Machine Systems	2015	221
10	Evaluating Fluency in Human–Robot Collaboration	IEEE Transactions on Human-Machine Systems	2019	218
11	Person Tracking in Large Public Spaces Using 3-D Range Sensors	IEEE Transactions on Human-Machine Systems	2013	212
12	Personalized Travel Package With Multi-Point-of-Interest Recommendation Based on Crowdsourced User Footprints	IEEE Transactions on Human-Machine Systems	2016	197
13	ActiveCrowd: A Framework for Optimized Multitask Allocation in Mobile Crowdsensing Systems	IEEE Transactions on Human-Machine Systems	2017	193
14	Driving Style Classification Using a Semisupervised Support Vector Machine	IEEE Transactions on Human-Machine Systems	2017	176
15	Game-Theoretic Modeling of the Steering Interaction Between a Human Driver and a Vehicle Collision Avoidance Controller	IEEE Transactions on Human-Machine Systems	2015	150
16	A Comprehensive Review of Smart Wheelchairs: Past, Present, and Future	IEEE Transactions on Human-Machine Systems	2017	148
17	Proof of Concept for Robot-Aided Upper Limb Rehabilitation Using Disturbance Observers	IEEE Transactions on Human-Machine Systems	2015	146
18	Discrete Event Simulation and Virtual Reality Use in Industry: New Opportunities and Future Trends	IEEE Transactions on Human-Machine Systems	2016	141
19	Application of Adaptive Controllers in Teleoperation Systems: A Survey	IEEE Transactions on Human-Machine Systems	2014	136
20	A Topology of Shared Control Systems—Finding Common Ground in Diversity	IEEE Transactions on Human-Machine Systems	2018	134
21	Using Wireless EEG Signals to Assess Memory Workload in the <inline-formula> <tex-math notation="LaTeX"> $n$</tex-math> </inline-formula>-Back Task	IEEE Transactions on Human-Machine Systems	2016	132
22	From Activity Recognition to Intention Recognition for Assisted Living Within Smart Homes	IEEE Transactions on Human-Machine Systems	2017	124
23	Glove-Based Continuous Arabic Sign Language Recognition in User-Dependent Mode	IEEE Transactions on Human-Machine Systems	2015	123
24	Activity Sequence-Based Indoor Pedestrian Localization Using Smartphones	IEEE Transactions on Human-Machine Systems	2015	122
25	An Ontology-Based Hybrid Approach to Activity Modeling for Smart Homes	IEEE Transactions on Human-Machine Systems	2014	117
26	A Smartphone-Based Adaptive Recognition and Real-Time Monitoring System for Human Activities	IEEE Transactions on Human-Machine Systems	2020	112
27	Air-Writing Recognition—Part I: Modeling and Recognition of Characters, Words, and Connecting Motions	IEEE Transactions on Human-Machine Systems	2016	110
28	A Review of Shared Control for Automated Vehicles: Theory and Applications	IEEE Transactions on Human-Machine Systems	2020	110
29	Human-Machine Interaction Sensing Technology Based on Hand Gesture Recognition: A Review	IEEE Transactions on Human-Machine Systems	2021	106
30	Effect of Robot Performance on Human–Robot Trust in Time-Critical Situations	IEEE Transactions on Human-Machine Systems	2017	103
31	A Survey on Unmanned Aerial Vehicle Remote Control Using Brain–Computer Interface	IEEE Transactions on Human-Machine Systems	2018	103
32	Creating Appropriate Trust in Automated Vehicle Systems: A Framework for HMI Design	IEEE Transactions on Human-Machine Systems	2018	97
33	Ordinary Preserving Manifold Analysis for Human Age and Head Pose Estimation	IEEE Transactions on Human-Machine Systems	2013	94
34	Robust Biometric Recognition From Palm Depth Images for Gloved Hands	IEEE Transactions on Human-Machine Systems	2015	94
35	Eye Gaze Tracking With a Web Camera in a Desktop Environment	IEEE Transactions on Human-Machine Systems	2015	94
36	Emotional State Classification in Patient–Robot Interaction Using Wavelet Analysis and Statistics-Based Feature Selection	IEEE Transactions on Human-Machine Systems	2013	92
37	Image-Based and Sensor-Based Approaches to Arabic Sign Language Recognition	IEEE Transactions on Human-Machine Systems	2014	91
38	A Gesture Learning Interface for Simulated Robot Path Shaping With a Human Teacher	IEEE Transactions on Human-Machine Systems	2014	88
39	“Teach Me–Show Me”—End-User Personalization of a Smart Home and Companion Robot	IEEE Transactions on Human-Machine Systems	2016	88
40	End-to-End Online Writer Identification With Recurrent Neural Network	IEEE Transactions on Human-Machine Systems	2017	86
41	Regression-Based Facial Expression Optimization	IEEE Transactions on Human-Machine Systems	2014	84
42	Recognition of Mental Workload Levels Under Complex Human–Machine Collaboration by Using Physiological Features and Adaptive Support Vector Machines	IEEE Transactions on Human-Machine Systems	2015	83
43	Effects of Multivantage Point Systems on the Teleoperation of Spacecraft Docking	IEEE Transactions on Human-Machine Systems	2014	82
44	Formal Detection of Attentional Tunneling in Human Operator–Automation Interactions	IEEE Transactions on Human-Machine Systems	2014	82
45	Design and Construction of Electronic Aid for Visually Impaired People	IEEE Transactions on Human-Machine Systems	2018	82
46	Designing Wearable Systems for Sports: A Review of Trends and Opportunities in Human–Computer Interaction	IEEE Transactions on Human-Machine Systems	2019	82
47	Toward an Enhanced Human–Machine Interface for Upper-Limb Prosthesis Control With Combined EMG and NIRS Signals	IEEE Transactions on Human-Machine Systems	2017	81
48	Human Action Recognition With Video Data: Research and Evaluation Challenges	IEEE Transactions on Human-Machine Systems	2014	79
49	Cooperative Shared Control Driver Assistance Systems Based on Motion Primitives and Differential Games	IEEE Transactions on Human-Machine Systems	2017	78
50	Online and Offline Domain Adaptation for Reducing BCI Calibration Effort	IEEE Transactions on Human-Machine Systems	2017	77

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