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Paper Publications
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A statistical quantitative analysis of the correlations between socio-demographic characteristics and household occupancy patterns in residential buildings in China,Xue Liu,Da Yan,Shan Hu[J].Energy and Buildings,2023,284
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Investigating the performance of machine learning models combined with different feature selection methods to estimate the energy consumption of buildings,Xue Liu,Yong Ding,Da Yan,Hao Tang[J].Energy and Buildings,2022,273
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Investigating the effects of key drivers on energy consumption of nonresidential buildings: A data-driven approach integrating regularization and quantile regression,Xue Liu,Yong Ding,Hao Tang,Lingxiao Fan,Jie Lv[J].Energy,2022,244
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A data mining-based framework for the identification of daily electricity usage patterns and anomaly detection in building electricity consumption data,Xue Liu,Yong Ding,Hao Tang,Feng Xiao[J].Energy and Buildings,2021,231
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A comparative analysis of data-driven methods in building energy benchmarking,Yong Ding,Xue Liu[J].Energy and Buildings,2020,209
