Litcius/Paper detail

Identifying critical building-oriented features in city-block-level building energy consumption: A data-driven machine learning approach

Zhongnan Ye, Kuang-Ly Cheng, Shu‐Chien Hsu, Hsi-Hsien Wei, Clara Cheung

2021Applied Energy46 citationsDOIOpen Access PDF

Topics & Concepts

Block (permutation group theory)Support vector machineEnergy consumptionRandom forestDecision treeComputer scienceBuilding modelCity blockMachine learningBuilt environmentData miningArtificial intelligenceEngineeringCivil engineeringSimulationMathematicsElectrical engineeringGeometryBuilding Energy and Comfort OptimizationNoise Effects and ManagementSustainable Building Design and Assessment