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Application of a multi-stage neural network approach for time-series landfill gas modeling with missing data imputation

Bahareh Fallah, Kelvin Tsun Wai Ng, Lan Vu, Farshid Torabi

2020Waste Management54 citationsDOI

Topics & Concepts

Missing dataNonlinear autoregressive exogenous modelArtificial neural networkImputation (statistics)Autoregressive modelMean squared errorMean absolute percentage errorMultilayer perceptronTime seriesStatisticsData miningComputer scienceMathematicsMachine learningAir Quality Monitoring and ForecastingTraffic Prediction and Management TechniquesInfrastructure Maintenance and Monitoring
Application of a multi-stage neural network approach for time-series landfill gas modeling with missing data imputation | Litcius