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Interpretable general thermal comfort model based on physiological data from wearable bio sensors: Light Gradient Boosting Machine (LightGBM) and SHapley Additive exPlanations (SHAP)

Hyunsoo Kim, Gaang Lee, Hyeunguk Ahn, Byungjoo Choi

2024Building and Environment22 citationsDOI

Topics & Concepts

Boosting (machine learning)Gradient boostingWearable computerArtificial intelligenceComputer scienceMachine learningThermalRandom forestMeteorologyGeographyEmbedded systemNon-Invasive Vital Sign MonitoringHeart Rate Variability and Autonomic ControlThermoregulation and physiological responses
Interpretable general thermal comfort model based on physiological data from wearable bio sensors: Light Gradient Boosting Machine (LightGBM) and SHapley Additive exPlanations (SHAP) | Litcius