Concepedia

Prediction of residential building occupancy using Machine learning with integrated sensor and survey Data: Insights from a living lab in Morocco

Khadija Bouyakhsaine, Abderrahim Brakez, Mohcine Draou

Energy and Buildings · 2024 · 22 citations · 46 references

DOI

Concepts

References

46

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

XGBoost

2016 · 48.6K citations · Full text

, , +15

Bagging predictors

Leo Breiman · Machine Learning · 1996 · 16.4K citations · Full text

Energy intelligent buildings based on user activity: A survey

Tuan Anh Nguyen, Marco Aiello · Energy and Buildings · 2012 · 709 citations · Full text

, , +14

A systematic procedure to study the influence of occupant behavior on building energy consumption

Zhun Yu, Benjamin C. M. Fung, Fariborz Haghighat et al. · Energy and Buildings · 2011 · 562 citations

, , +16