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IEEE Transactions on Human-Machine Systems, Volume 51
Volume 51, Number 1, February 2021
- Changjiang He

, Mahdi Mahfouf
, Luis A. Torres-Salomao:
An Adaptive General Type-2 Fuzzy Logic Approach for Psychophysiological State Modeling in Real-Time Human-Machine Interfaces. 1-11 - Jiachen Zhao

, Fang Deng
, Haibo He, Jie Chen
:
Local Domain Adaptation for Cross-Domain Activity Recognition. 12-21 - David P. Azari

, Brady L. Miller, Brian V. Le
, Jacob A. Greenberg, Reginald C. Bruskewitz, Kristin L. Long, Guanhua Chen
, Robert G. Radwin
:
A Comparison of Expert Ratings and Marker-Less Hand Tracking Along OSATS-Derived Motion Scales. 22-31 - Zhu Wang

, Zhiwen Yu
, Xinye Lou, Bin Guo
, Liming Chen
:
Gesture-Radar: A Dual Doppler Radar Based System for Robust Recognition and Quantitative Profiling of Human Gestures. 32-43 - Li Yu, Hisham Abuella

, Md Zobaer Islam
, John F. O'Hara
, Christopher Crick
, Sabit Ekin
:
Gesture Recognition Using Reflected Visible and Infrared Lightwave Signals. 44-55 - Nabeel Siddiqui

, Rosa H. M. Chan
:
Hand Gesture Recognition Using Multiple Acoustic Measurements at Wrist. 56-62
Volume 51, Number 2, April 2021
- Pedro Monteiro

, Miguel Melo
, António Valente
, José Vasconcelos-Raposo
, Maximino Bessa
:
Delivering Critical Stimuli for Decision Making in VR Training: Evaluation Study of a Firefighter Training Scenario. 65-74 - Jiahui Liu

, Jiannan Chi
, Wenxue Hu, Zhiliang Wang
:
3D Model-Based Gaze Tracking Via Iris Features With a Single Camera and a Single Light Source. 75-86 - Runze Mao

, Guoyuan Li
, Hans Petter Hildre
, Houxiang Zhang
:
A Survey of Eye Tracking in Automobile and Aviation Studies: Implications for Eye-Tracking Studies in Marine Operations. 87-98 - Ping-Keng Jao

, Ricardo Chavarriaga
, Fabio Dell'Agnola
, Adriana Arza
, David Atienza
, José del R. Millán
:
EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks. 99-108 - Aniana Cruz

, Gabriel Pires
, Ana C. Lopes
, Carlos Carona
, Urbano J. Nunes
:
A Self-Paced BCI With a Collaborative Controller for Highly Reliable Wheelchair Driving: Experimental Tests With Physically Disabled Individuals. 109-119 - Neethu Robinson

, Tan Wei Jie Chester, Smitha K. G.
:
Use of Mobile EEG in Decoding Hand Movement Speed and Position. 120-129 - Annette Hagengruber

, Ulrike Leipscher, Björn M. Eskofier
, Jörn Vogel
:
Electromyography for Teleoperated Tasks in Weightlessness. 130-140 - Seyyed Alireza Seyyed Mousavi

, Xingye Zhang
, T. Michael Seigler, Jesse B. Hoagg
:
Characteristics That Make Linear Time-Invariant Dynamic Systems Difficult for Humans to Control. 141-151 - Edgar Rojas-Muñoz

, Juan P. Wachs
:
Assessing Collaborative Physical Tasks Via Gestural Analysis. 152-161 - Yi Liu, Min Peng, Mohammad Rafiq Swash, Tong Chen

, Rui Qin, Hongying Meng
:
Holoscopic 3D Microgesture Recognition by Deep Neural Network Model Based on Viewpoint Images and Decision Fusion. 162-171
Volume 51, Number 3, June 2021
- Ayad Nasser-dine

, Alexandre Moïse
, James Lapalme
:
Does Explicit Categorization Taxonomy Facilitate Performing Goal-Directed Task Analysis? 177-187 - Huiping Zhou

, Makoto Itoh
, Satoshi Kitazaki:
How Does Explanation-Based Knowledge Influence Driver Take-Over in Conditional Driving Automation? 188-197 - Hojin Lee

, Hyoungkyun Kim
, Seungmoon Choi
:
Driving Skill Modeling Using Neural Networks for Performance-Based Haptic Assistance. 198-210 - Qingyun Chen

, Wanzhong Zhao
, Can Xu
, Chunyan Wang, Lin Li
, Shijuan Dai:
An Improved IOHMM-Based Stochastic Driver Lane-Changing Model. 211-220 - Takayuki Ogasawara

, Hanako Fukamachi, Kenryu Aoyagi, Shiro Kumano
, Hiroyoshi Togo, Koichiro Oka
:
Archery Skill Assessment Using an Acceleration Sensor. 221-228 - Md. Shahinur Alam

, Ki-Chul Kwon
, Nam Kim
:
Implementation of a Character Recognition System Based on Finger-Joint Tracking Using a Depth Camera. 229-241 - Elise Klæbo Vonstad

, Beatrix Vereijken
, Kerstin Bach
, Xiaomeng Su
, Jan Harald Nilsen
:
Assessment of Machine Learning Models for Classification of Movement Patterns During a Weight-Shifting Exergame. 242-252 - Neha Thomas

, Garrett Ung, Hasan Ayaz
, Jeremy D. Brown
:
Neurophysiological Evaluation of Haptic Feedback for Myoelectric Prostheses. 253-264 - Thomas G. Simpson

, Karen Rafferty
:
Investigating the P300 Response as a Marker of Working Memory in Virtual Training Environments. 265-277
Volume 51, Number 4, August 2021
- Rui Zhang

, Zhenyu Wang, Zhenhua Huang
, Li Li, Mengdan Zheng:
Predicting Emotion Reactions for Human-Computer Conversation: A Variational Approach. 279-287 - Nathan J. McNeese

, Beau G. Schelble
, Lorenzo Barberis Canonico, Mustafa Demir
:
Who/What Is My Teammate? Team Composition Considerations in Human-AI Teaming. 288-299 - Lin Guo

, Zongxing Lu
, Ligang Yao
:
Human-Machine Interaction Sensing Technology Based on Hand Gesture Recognition: A Review. 300-309 - Umme Zakia

, Carlo Menon
:
Toward Long-Term FMG Model-Based Estimation of Applied Hand Force in Dynamic Motion During Human-Robot Interactions. 310-323 - Jan Dufek

, Xuesu Xiao
, Robin R. Murphy
:
Best Viewpoints for External Robots or Sensors Assisting Other Robots. 324-334 - Astrid Weiss

, Ann-Kathrin Wortmeier
, Bettina Kubicek
:
Cobots in Industry 4.0: A Roadmap for Future Practice Studies on Human-Robot Collaboration. 335-345 - Wei Yin

, Curran Reddy
, Yu Zhou, Xudong Zhang
:
A Novel Application of Flexible Inertial Sensors for Ambulatory Measurement of Gait Kinematics. 346-354 - Kun Wang

, Jun He
, Lei Zhang
:
Sequential Weakly Labeled Multiactivity Localization and Recognition on Wearable Sensors Using Recurrent Attention Networks. 355-364 - Hengzhi Wang

, Yongjian Yang
, En Wang
, Liang Wang, Qiang Li
, Zhiyong Yu
:
Incentive Mechanism for Mobile Devices in Dynamic Crowd Sensing System. 365-375 - Satoshi Miura

, Ryutaro Ohta, Yang Cao, Kazuya Kawamura
, Yo Kobayashi
, Masakatsu G. Fujie:
Using Operator Gaze Tracking to Design Wrist Mechanism for Surgical Robots. 376-383 - Hong Jie Wee

, Sun Woh Lye
, Jean-Philippe Pinheiro, Béatrice Pesquet-Popescu:
Radar Command Group Time Entropy Signature as a Visual Monitoring Enhancement for Air Traffic Controllers. 384-393 - Maryam Zahabi

, Yinsong Wang
, Shahin Shahrampour
:
Classification of Officers' Driving Situations Based on Eye-Tracking and Driver Performance Measures. 394-402 - Xingda Yan, Craig Kevin Allison, James M. Fleming

, Neville A. Stanton
, Roberto Lot:
The Benefit of Assisted and Unassisted Eco-Driving for Electrified Powertrains. 403-407
Volume 51, Number 5, October 2021
- Carolina Rengifo

, Jean-Rémy Chardonnet
, Hakim Mohellebi, Andras Kemeny:
Impact of Human-Centered Vestibular System Model for Motion Control in a Driving Simulator. 411-420 - Andrea Zanoni

, Matteo Zago
, Rita Paolini
, Giuseppe Quaranta
, Manuela Galli
, Pierangelo Masarati
:
On Task Dependence of Helicopter Pilot Biodynamic Feedthrough and Neuromuscular Admittance: An Experimental and Numerical Study. 421-431 - Yi Lin

, Yuankai Wu, Dongyue Guo
, Pan Zhang
, Changyu Yin, Bo Yang
, Jianwei Zhang
:
A Deep Learning Framework of Autonomous Pilot Agent for Air Traffic Controller Training. 442-450 - Ruba Alkadi

, Sultan Al-Ameri, Abdulhadi Shoufan
, Ernesto Damiani
:
Identifying Drone Operator by Deep Learning and Ensemble Learning of IMU and Control Data. 451-462 - Jing Chen

, Scott Mishler
, Bin Hu:
Automation Error Type and Methods of Communicating Automation Reliability Affect Trust and Performance: An Empirical Study in the Cyber Domain. 463-473 - Josiah Wong

, Avelino J. Gonzalez
:
Discovering Tactical Memory From Observed Human Performance in Machine Learning. 474-483 - Inigo Sanz-Pena

, Julio Blanco-Fernández
, Joo H. Kim
:
Computer Interface for Real-Time Gait Biofeedback Using a Wearable Integrated Sensor System for Data Acquisition. 484-493 - Li Li

, Saiesh Prabhu
, Ziyang Xie
, Hanwen Wang
, Lu Lu
, Xu Xu
:
Lifting Posture Prediction With Generative Models for Improving Occupational Safety. 494-503 - Fatemeh Zahedi

, James Arnold
, Connor Phillips
, Hyunglae Lee
:
Variable Damping Control for pHRI: Considering Stability, Agility, and Human Effort in Controlling Human Interactive Robots. 504-513 - Jun-ichiro Furukawa

, Shinya Chiyohara
, Tatsuya Teramae
, Asuka Takai
, Jun Morimoto:
A Collaborative Filtering Approach Toward Plug-and-Play Myoelectric Robot Control. 514-523 - Zhimin Wang

, Haofei Wang
, Huangyue Yu
, Feng Lu
:
Interaction With Gaze, Gesture, and Speech in a Flexibly Configurable Augmented Reality System. 524-534 - Jacek Lebiedz

, Adam Mazikowski
:
Multiuser Stereoscopic Projection Techniques for CAVE-Type Virtual Reality Systems. 535-543 - Kavitha P. Thomas

, Neethu Robinson
, A. Prasad Vinod
:
Separability of Motor Imagery Directions Using Subject-Specific Discriminative EEG Features. 544-553 - Nuno Ferrete Ribeiro

, Cristina P. Santos
:
Two Fall-Related and Kinematic Data-Based Approaches for an Instrumented Conventional Cane. 554-563
Volume 51, Number 6, December 2021
- Samuel Bustamante-Gomez

, Jan Peters
, Bernhard Schölkopf
, Moritz Grosse-Wentrup
, Vinay Jayaram:
ArmSym: A Virtual Human-Robot Interaction Laboratory for Assistive Robotics. 568-577 - Marco Matarese

, Alessandra Sciutti
, Francesco Rea
, Silvia Rossi
:
Toward Robots' Behavioral Transparency of Temporal Difference Reinforcement Learning With a Human Teacher. 578-589 - Akira Kanazawa

, Jun Kinugawa, Kazuhiro Kosuge
:
Motion Planning for Human-Robot Collaboration Using an Objective-Switching Strategy. 590-600 - Ana Iglesias

, Javier García
, Angel García Olaya
, Raquel Fuentetaja
, Fernando Fernández
, Adrián Romero-Garcés
, Rebeca Marfil
, Antonio Bandera
, Karine Lan Hing Ting, Dimitri Voilmy, Alvaro Dueñas-Ruiz, Cristina Suárez-Mejías:
Extending the Evaluation of Social Assistive Robots With Accessibility Indicators: The AUSUS Evaluation Framework. 601-612 - Steven Cutlip

, Yuzhi Wan
, Nadine B. Sarter
, R. Brent Gillespie
:
The Effects of Haptic Feedback and Transition Type on Transfer of Control Between Drivers and Vehicle Automation. 613-621 - Alexis Basantis

, Marty Miller, Zachary Doerzaph
, M. Lucas Neurauter:
Assessing Alternative Approaches for Conveying Automated Vehicle "Intentions". 622-631 - Ramanathan Annamalai, Michael C. Dorneich

, Güliz Tokadli:
Evaluating the Effect of Poor Contrast Ratio in Simulated Sensor-Based Vision Systems on Performance. 632-640 - Tram Thi Minh Tran

, Callum Parker
, Martin Tomitsch
:
A Review of Virtual Reality Studies on Autonomous Vehicle-Pedestrian Interaction. 641-652 - Aljaz Baumkircher

, Marko Munih
, Matjaz Mihelj
:
Performance Analysis of Learning From Demonstration Approaches During a Fine Movement Generation. 653-662 - Lokesh Kumar T.

, Luis A. Leiva
:
Attentive Sequence-to-Sequence Modeling of Stroke Gestures Articulation Performance. 663-672 - Samuel Adeolu Olatunji

, Tal Oron-Gilad
, Noa Markfeld, Dana Gutman, Vardit Sarne-Fleischmann
, Yael Edan
:
Levels of Automation and Transparency: Interaction Design Considerations in Assistive Robots for Older Adults. 673-683 - Xiaowei Tan

, Bi Zhang
, Guangjun Liu
, Xingang Zhao
, Yiwen Zhao:
Phase Variable Based Recognition of Human Locomotor Activities Across Diverse Gait Patterns. 684-695 - Mustafa Demir

, Nathan J. McNeese
, Jaime C. Gorman, Nancy J. Cooke
, Christopher W. Myers, David A. Grimm:
Exploration of Teammate Trust and Interaction Dynamics in Human-Autonomy Teaming. 696-705 - Huao Li, Tianwei Ni, Siddharth Agrawal, Fan Jia, Suhas Raja

, Yikang Gui, Dana Hughes
, Michael Lewis
, Katia P. Sycara
:
Individualized Mutual Adaptation in Human-Agent Teams. 706-714 - Aakash Bajpai

, Karen M. Feigh
, Anirban Mazumdar
, Aaron J. Young
:
Influencing Human Escape Maneuvers With Perceptual Cues in the Presence of a Visual Task. 715-724 - Lorenza Brusini, Francesca Stival, Francesco Setti, Emanuele Menegatti

, Gloria Menegaz
, Silvia Francesca Storti
:
A Systematic Review on Motor-Imagery Brain-Connectivity-Based Computer Interfaces. 725-733 - Xuan Wang

, Yu Hen Hu
, Ming-Lun Lu
, Robert G. Radwin
:
Load Asymmetry Angle Estimation Using Multiple-View Videos. 734-739 - Mircea Ivanescu

, Nirvana Popescu, Decebal Popescu:
Delay Time Fractional-Order Model for the Soft Exoskeleton Glove Control. 740-745

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