Machine Learning

Exploring Contextual Feature Combinations for Prediction of Subjective Thermal Perceptions
Exploring Contextual …

Abstract

Thermal attributes in the environment impact well-being, but their inclusion in standard well-being monitoring is challenging due to complex measurement requirements. Industry standards like the Predicted Mean Vote (PMV) index need numerous measures and specialized setups, making …

AutoTherm: A Dataset and Benchmark for Thermal Comfort Estimation Indoors and in Vehicles
AutoTherm: A Dataset and …

Abstract

Thermal comfort inside buildings is a well-studied field where human judgment for thermal comfort is collected and may be used for automatic thermal comfort estimation. However, indoor scenarios are rather static in terms of thermal state changes and, thus, cannot be applied to dynamic …