most citedUtilizing Domain Knowledge: Robust Machine Learning for Building Energy Prediction with Small, Inconsistent Datasets

4 citations · 6 across the 4 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…