A general multi-source ensemble transfer learning framework integrate of LSTM-DANN and similarity metric for building energy prediction
Xi Fang, Guangcai Gong, Guannan Li, Liang Chun, Pei Peng, Wenqiang Li
Topics & Concepts
Transfer of learningComputer scienceArtificial intelligenceMetric (unit)Similarity (geometry)Domain (mathematical analysis)Multi-sourceInvariant (physics)Deep learningMachine learningEnsemble learningConvolutional neural networkEnsemble forecastingNegative transferPattern recognition (psychology)Data miningMathematicsEngineeringStatisticsImage (mathematics)First languageMathematical physicsLinguisticsOperations managementPhilosophyMathematical analysisBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingAir Quality Monitoring and Forecasting