11 citations · 16 across the 7 of their papers we have counts for
8 papers
The Hitchiker's Guide to Successful Living Lab Operations
Alan Wang, Feng Yi Chang, Siavash Yousefi +3
Living labs have been established across different countries to evaluate how the interaction between humans and buildings can be optimized to improve comfort, health, and energy sa…
Rethinking infrastructure design: Evaluating pedestrians and VRUs' psychophysiological and behavioral responses to different roadway designs
Xiang Guo, Austin Angulo, Arash Tavakoli +3
The integration of human-centric approaches has gained more attention recently due to more automated systems being introduced into our built environments (buildings, roads, vehicle…
The Impact of Surrounding Road Objects and Conditions on Drivers Abrupt Heart Rate Changes
Arash Tavakoli, Arsalan Heydarian
Recent studies have pointed out the importance of mitigating drivers stress and negative emotions. These studies show that certain road objects such as big vehicles might be associ…
Using Statistical Models to Detect Occupancy in Buildings through Monitoring VOC, CO, and other Environmental Factors
Mahsa Pahlavikhah Varnosfaderani, Arsalan Heydarian, Farrokh Jazizadeh
Dynamic models of occupancy patterns have shown to be effective in optimizing building-systems operations. Previous research has relied on CO sensors and vision-based technique…
Driver State Modeling through Latent Variable State Space Framework in the Wild
Arash Tavakoli, Steven Boker, Arsalan Heydarian
Analyzing the impact of the environment on drivers' stress level and workload is of high importance for designing human-centered driver-vehicle interaction systems and to ultimatel…
Multimodal Driver State Modeling through Unsupervised Learning
Arash Tavakoli, Arsalan Heydarian
Naturalistic driving data (NDD) can help understand drivers' reactions to each driving scenario and provide personalized context to driving behavior. However, NDD requires a high a…