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Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation

Chun Fu, Matías Quintana, Zoltan Nagy, Clayton Miller

2023Applied Thermal Engineering42 citationsDOI

Topics & Concepts

Imputation (statistics)Missing dataComputer scienceData miningBenchmark (surveying)AutoencoderArtificial intelligenceDeep learningMachine learningGeographyGeodesyBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingImage and Signal Denoising Methods
Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation | Litcius