Jingsi Zhang

Comparing machine learning algorithms in predicting thermal sensation using ASHRAE Comfort Database II

Maohui Luo, Jiaqing Xie, Yichen Yan et al. · Energy and Buildings · 2020 · 199 citations

Data Classification, Engineering, Machine Learning +12

Review on occupant-centric thermal comfort sensing, predicting, and controlling

Jiaqing Xie, Haoyang Li, Chuting Li et al. · Energy and Buildings · 2020 · 185 citations

Built Environment, Engineering, Occupant Comfort +6

Martingale Difference Correlation and Its Use in High-Dimensional Variable Screening

Xiaofeng Shao, Jingsi Zhang · Journal of the American Statistical Association · 2014 · 169 citations · Full text

Can personal control influence human thermal comfort? A field study in residential buildings in China in winter

Maohui Luo, Bin Cao, Xiang Zhou et al. · Energy and Buildings · 2014 · 144 citations

Built Environment, Occupant Comfort, Field Study +6

Data-driven thermal comfort model via support vector machine algorithms: Insights from ASHRAE RP-884 database

Xiang Zhou, Ling Xu, Jingsi Zhang et al. · Energy and Buildings · 2020 · 114 citations

Support Vector Machine, Engineering, Data Science +13