2 papers
cs.CL2026
Evaluating Few-Shot Temporal Reasoning of LLMs for Human Activity Prediction in Smart Environments
Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés +1
Anticipating human activities and their durations is essential in applications such as smart-home automation, simulation-based architectural and urban design, activity-based transp…
cs.CE2025
Comparative Evaluation of Neural Network Architectures for Generalizable Human Spatial Preference Prediction in Unseen Built Environments
Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés +1
The capacity to predict human spatial preferences within built environments is instrumental for developing Cyber-Physical-Social Infrastructure Systems (CPSIS). A significant chall…