TY - JOUR A1 - Leuthe, Daniel A1 - Mirlach, Jonas A1 - Wenninger, Simon A1 - Wiethe, Christian T1 - Leveraging Explainable AI for Informed Building Retrofit Decisions: Insights from a Survey JF - Energy and buildings KW - building energy performance KW - energy efficiency KW - energy quantification methods KW - explainability-accuracy trade-off KW - explainable artificial intelligence Y1 - 2024 U6 - https://doi.org/10.1016/j.enbuild.2024.114426 SN - 0378-7788 IS - 318,2024 ER - TY - JOUR A1 - Wederhake, Lars A1 - Wenninger, Simon A1 - Wiethe, Christian A1 - Fridgen, Gilbert A1 - Stirnweiß, Dominic T1 - Benchmarking Building Energy Performance: Accuracy by Involving Occupants in Collecting Data - A Case Study in Germany JF - Journal of cleaner production KW - building data collection KW - building energy performance KW - data-driven methods KW - energy efficiency KW - energy performance certificate KW - energy quantification methods Y1 - 2022 U6 - https://doi.org/10.1016/j.jclepro.2022.134762 SN - 0959-6526 VL - 379 IS - 2 ER - TY - JOUR A1 - Wederhake, Lars A1 - Wenninger, Simon A1 - Wiethe, Christian A1 - Fridgen, Gilbert T1 - On the Surplus Accuracy of Data-Driven Energy Quantification Methods in the Residential Sector JF - Energy informatics KW - energy quantification methods KW - data-driven methods KW - building energy data KW - data quality KW - building energy performance KW - prediction accuracy theory Y1 - 2022 U6 - https://doi.org/10.1186/s42162-022-00194-8 SN - 2520-8942 VL - 5 IS - 1 ER -