Interpretability analysis for thermal sensation machine learning models: An exploration based on the SHAP approach

Yuren Yang, Ye Yuan, Zhen Han, +1

Indoor Air

Artificial IntelligenceShap ApproachMachine LearningEngineeringMachine Learning Tool +20

Field study on thermal comfort of passenger at high-speed railway station in transition season

Gang Liu, Chao Cen, Qi Zhang, +2

Building and Environment

Railway TrafficEngineeringRail TransportField StudyTransport Properties +8

A predictive model for daylight performance based on multimodal generative adversarial networks at the early design stage

X Li, Ye Yuan, Gang Liu, +2

Energy and Buildings

Predictive ModelEngineeringMachine LearningGenerative Adversarial NetworkDesign +9

A framework for occupancy prediction based on image information fusion and machine learning

Yuren Yang, Ye Yuan, Ting Pan, +2

Building and Environment

Decision FusionMachine VisionImage AnalysisData ScienceMachine Learning +10

A quantitative study of the climate-responsive design strategies of ancient timber-frame halls in northern China based on field measurements

Xu Hong, Qiong Huang, Gang Liu, +1

Energy and Buildings

Built EnvironmentBuilding PerformanceEngineeringCivil EngineeringDesign +9

Architectural design and consumer experience: an investigation of shopping malls throughout the design process

Ye Yuan, Gang Liu, Rui Dang, +2

Asia Pacific Journal of Marketing and Logistics

Customer ExperienceShopping MallsConsumer ResearchUser-centered DesignSocial Sciences +15

Passenger thermal comfort in the whole departure process of high-speed railway stations: A case study with thermal experience and metabolic rate changes in summer

Ye Yuan, Yue Han, Huizhen Chen, +2

Energy and Buildings

EngineeringHyperthermiaOccupant ComfortThermal ComfortThermal Therapy +9

The influence mechanism of daylight visual evaluation in college classrooms under visual field physiological characteristics of student group: Case study

Gang Liu, Guanhua Qu, Lei Ren, +3

Building and Environment

Light RegulationDaylight Visual EvaluationOphthalmologyEducational PsychologyCase Study +4

Fast prediction model of three-dimensional temperature field of commercial complex for entrance-atrium temperature regulation

Gang Liu, Lei Ren, Guanhua Qu, +2

Energy and Buildings

Fast Prediction ModelEngineeringTemperature MeasurementCommercial ComplexThree-dimensional Temperature Field +6

Key node identification in social networks based on topological potential model

Xueqin Zhang, Zhineng Wang, Gang Liu, +1

Computer Communications

Network Theory (Electrical Engineering)EngineeringNetwork AnalysisKey Node IdentificationComputational Social Science +14