Sotabase

Career

· Assistant Professor of Construction Engineering and Mechanical Engineering, Pennsylvania State University2026–
· Assistant Professor, University of Illinois Urbana-Champaign2026–

Publications (152)

EEG-based workers' stress recognition at construction sites
Automation in Construction · 2018
292
cited
Wearable Sensing Technology Applications in Construction Safety and Health
Journal of construction engineering and management · 2019
184
cited
Brainwave-driven human-robot collaboration in construction
2021
154
cited
Measuring Workers’ Emotional State during Construction Tasks Using Wearable EEG
Journal of construction engineering and management · 2018
146
cited
Brain-computer interface for hands-free teleoperation of construction robots
2021
131
cited
Fall risk analysis of construction workers using inertial measurement units: validating the usefulness of the postural stability metrics in construction
2016
130
cited
Feasibility analysis of electrodermal activity (EDA) acquired from wearable sensors to assess construction workers’ perceived risk
Safety Science · 2019
130
cited
Feasibility analysis of heart rate monitoring of construction workers using a photoplethysmography (PPG) sensor embedded in a wristband-type activity tracker
2016
128
cited
Automated Action Recognition Using an Accelerometer-Embedded Wristband-Type Activity Tracker
Journal of construction engineering and management · 2019
115
cited
EEG Signal-Processing Framework to Obtain High-Quality Brain Waves from an Off-the-Shelf Wearable EEG Device
Journal of computing in civil engineering · 2018
114
cited
Application of Wearable Biosensors to Construction Sites. I: Assessing Workers’ Stress
2019
104
cited
Assessment of construction workers’ perceived risk using physiological data from wearable sensors: A machine learning approach
2021
98
cited
Application of Wearable Biosensors to Construction Sites. II: Assessing Workers’ Physical Demand
2019
84
cited
Assessing occupational risk of heat stress at construction: A worker-centric wearable sensor-based approach
2021
82
cited
A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multitask Learning Algorithms (OMTL)
IEEE journal of biomedical and health informatics · 2019
76
cited
Comprehensive Fall-Risk Assessment of Construction Workers Using Inertial Measurement Units: Validation of the Gait-Stability Metric to Assess the Fall Risk of Iron Workers
Journal of computing in civil engineering · 2016
76
cited
Feasibility Study of a Wristband-Type Wearable Sensor to Understand Construction Workers’ Physical and Mental Status
2018
76
cited
Mobile EEG-Based Workers’ Stress Recognition by Applying Deep Neural Network
Advances in Informatics and Computing in Civil and Construction Engineering · 2018
75
cited
Human-robot teaming in construction: Evaluative safety training through the integration of immersive technologies and wearable physiological sensing
Safety Science · 2023
70
cited
A supervised learning-based construction workers' stress recognition using a wearable electroencephalography (EEG) device
2018
64
cited
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Houtan Jebelli | Researcher Profile | Sotabase | Sotabase