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Deep learning with long short-term memory neural networks combining wavelet transform and principal component analysis for daily urban water demand forecasting

Baigang Du, Qiliang Zhou, Jun Guo, Shunsheng Guo, Lei Wang

2021Expert Systems with Applications127 citationsDOI

Topics & Concepts

Principal component analysisDiscrete wavelet transformComputer scienceOutlierMean absolute percentage errorArtificial intelligenceArtificial neural networkBenchmark (surveying)Time seriesWaveletNoise (video)Deep learningPattern recognition (psychology)Wavelet transformData miningMachine learningImage (mathematics)GeographyGeodesyEnergy Load and Power ForecastingHydrological Forecasting Using AIWater resources management and optimization
Deep learning with long short-term memory neural networks combining wavelet transform and principal component analysis for daily urban water demand forecasting | Litcius