Utilizing domain knowledge: robust machine learning for building energy performance prediction with small, inconsistent datasets
Published: 15 November 2023| Version 2 | DOI: 10.17632/fctghwx3r9.2
Contributors:
Xia CHEN, , Description
The open data for Chen, Xia, Manav Mahan Sing, and Philipp Geyer. "Utilizing Domain Knowledge: Robust Machine Learning for Building Energy Prediction with Small, Inconsistent Datasets." arXiv preprint arXiv:2302.10784 (2023). Credit for the dataset crafting: Manav Mahan Singh
Files
Institutions
Leibniz Universitat Hannover, Technische Universitat Munchen
Categories
Component-Based Software Engineering, Heating Load, Time Series, Building Energy Analysis
Funding
Deutsche Forschungsgemeinschaft
GE 1652/3-2
Deutsche Forschungsgemeinschaft
GE 1652/4-1