Yang Liu

Energy consumption prediction and diagnosis of public buildings based on support vector machine learning: A case study in China

Yang Liu, Hongyu Chen, Limao Zhang et al. · Journal of Cleaner Production · 2020 · 245 citations

Built Environment, Energy Consumption Prediction, Engineering +12

Enhancing building energy efficiency using a random forest model: A hybrid prediction approach

Yang Liu, Hongyu Chen, Limao Zhang et al. · Energy Reports · 2021 · 136 citations · Full text

Shield attitude prediction based on Bayesian-LGBM machine learning

Hongyu Chen, Xinyi Li, Zongbao Feng et al. · Information Sciences · 2023 · 119 citations

Engineering, Machine Learning, Data Science +5

Automatic Forest Mapping at Individual Tree Levels from Terrestrial Laser Scanning Point Clouds with a Hierarchical Minimum Cut Method

Bisheng Yang, Wenxia Dai, Zhen Dong et al. · Remote Sensing · 2016 · 88 citations · Full text

Engineering, Forest Biometrics, Individual Tree Levels +21

Building information modelling-enabled multi-objective optimization for energy consumption parametric analysis in green buildings design using hybrid machine learning algorithms

Yang Liu, Tiejun Li, Wensheng Xu et al. · Energy and Buildings · 2023 · 81 citations

Built Environment, Engineering, Energy-efficient Design +11