Concepedia
Energy and Buildings · 2024 · 113 citations · 41 references
HousingEnergy Consumption PredictionHousehold Feature AnalysisMachine LearningData ScienceEnergy EfficiencyEnergy ManagementEngineeringSmart BuildingGreen BuildingEnergy AssessmentBuilding Energy ConservationBuilding EnergyEnergy Prediction
41
XGBoost
2016 · 44.2K citations · Full text
Cluster Computing, Engineering, Machine Learning +16
From local explanations to global understanding with explainable AI for trees
Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 7.7K citations · Full text
Artificial Intelligence, Symbolic Learning, Engineering +13
When and how should multiple imputation be used for handling missing data in randomised clinical trials – a practical guide with flowcharts
Janus Christian Jakobsen, Christian Gluud, Jørn Wetterslev et al. · BMC Medical Research Methodology · 2017 · 2.5K citations · Full text
Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks
Aowabin Rahman, Vivek Srikumar, Amanda D. Smith · Applied Energy · 2017 · 718 citations
Engineering, Data Science, Energy Management +8
Machine learning approaches for estimating commercial building energy consumption
Caleb Robinson, Bistra Dilkina, Jeffrey Hubbs et al. · Applied Energy · 2017 · 457 citations
Engineering, Machine Learning Approaches, Data Science +5