42 citations · 92 across the 9 of their papers we have counts for
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cs.CE2023★ 1 cited
Using causal inference to avoid fallouts in data-driven parametric analysis: a case study in the architecture, engineering, and construction industry
Xia Chen, Ruiji Sun, Ueli Saluz +2
The decision-making process in real-world implementations has been affected by a growing reliance on data-driven models. We investigated the synergetic pattern between the data-dri…
cs.CE2022★ 42 cited
A hybrid-model approach for reducing the performance gap in building energy forecasting
Xia Chen, Tong Guo, Martin Kriegel +1
The performance gap between predicted and actual energy consumption in the building domain remains an unsolved problem in practice. The gap exists differently in both current mains…