articleTop 1% cited
Accurate quantitative estimation of energy performance of residential buildings using statistical machine learning tools
Energy and Buildings · 2012 · Vol. 49 · pp. 560–567
Athanasios Tsanas✉(University of Oxford)Angeliki Xifara(Cardiff University)
Building Energy and Comfort OptimizationEnergy Load and Power ForecastingEnergy Efficiency and ManagementGlazingParametric statisticsCooling loadComputer scienceRoofRegression analysisVariable (mathematics)VariablesEngineeringSimulation
Funding
- Intel Corporation
- Engineering and Physical Sciences Research Council
Citations
758
FWCI
27.92
field-weighted impact
References
29
Percentile
100%
vs. same field & year
Citations per year
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References
A decision tree method for building energy demand modeling
Energy and Buildings · 2010 · 605 citations
Applying support vector machines to predict building energy consumption in tropical region
Energy and Buildings · 2004 · 787 citations
The Analysis of Time Series: An Introduction
Technometrics · 1991 · 3,553 citations
Contrasting the capabilities of building energy performance simulation programs
Building and Environment · 2006 · 1,820 citations
Accurate Telemonitoring of Parkinson's Disease Progression by Noninvasive Speech Tests
IEEE Transactions on Biomedical Engineering · 2009 · 661 citations
A review on buildings energy consumption information
Energy and Buildings · 2007 · 6,392 citations
Random Forests
Machine Learning · 2001 · 121,242 citations
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