Data-centric or algorithm-centric: Exploiting the performance of transfer learning for improving building energy predictions in data-scarce context
Cheng Fan, Yutian Lei, Yongjun Sun, Marco Savino Piscitelli, Roberto Chiosa, Alfonso Capozzoli
Topics & Concepts
Computer scienceTransfer of learningContext (archaeology)Robustness (evolution)PopularityMachine learningPerspective (graphical)Efficient energy useData collectionArtificial intelligenceData scienceEngineeringElectrical engineeringMathematicsPaleontologyStatisticsBiochemistrySocial psychologyGenePsychologyChemistryBiologyBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingInfrastructure Maintenance and Monitoring