Luyao Xiang

Modeling pedestrian emotion in high-density cities using visual exposure and machine learning: Tracking real-time physiology and psychology in Hong Kong

Luyao Xiang, Meng Cai, Chao Ren et al. · Building and Environment · 2021 · 100 citations

Crowd Simulation, Visual Exposure, Machine Learning +12

Crowding density in urban environment and its effects on emotional responding of pedestrians: Using wearable device technology with sensors capturing proximity and psychophysiological emotion responses while walking in the street

Anna Engelniederhammer, Georgios Papastefanou, Luyao Xiang · Journal of Human Behavior in the Social Environment · 2019 · 66 citations

How does the visual environment influence pedestrian physiological stress? Evidence from high-density cities using ambulatory technology and spatial machine learning

Meng Cai, Luyao Xiang, Edward Ng · Sustainable Cities and Society · 2023 · 31 citations

Built Environment, Behavioral Sciences, Urban Health +12

Isovist indicators as a means to relieve pedestrian psycho-physiological stress in Hong Kong

Luyao Xiang, Georgios Papastefanou, Edward Ng · Environment and Planning B Urban Analytics and City Science · 2020 · 18 citations

Engineering, Activity-travel Pattern, Environmental Psychology +25