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A spatial-temporal layer-wise relevance propagation method for improving interpretability and prediction accuracy of LSTM building energy prediction

Guannan Li, Fan Li, Chengliang Xu, Xi Fang

2022Energy and Buildings63 citationsDOI

Topics & Concepts

InterpretabilityMean squared errorFeature (linguistics)Relevance (law)Computer scienceSpatial correlationDimension (graph theory)Artificial intelligenceEnergy (signal processing)Data miningCorrelationEnergy consumptionDimensionality reductionPattern recognition (psychology)Machine learningStatisticsMathematicsEngineeringPure mathematicsLinguisticsGeometryPolitical scienceLawPhilosophyElectrical engineeringBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingAir Quality Monitoring and Forecasting
A spatial-temporal layer-wise relevance propagation method for improving interpretability and prediction accuracy of LSTM building energy prediction | Litcius