Prediction of environmental missing data time series by Support Vector Machine Regression and Correlation Dimension estimation
Francesco Camastra, Vincenzo Capone, Angelo Ciaramella, Angelo Riccio, Antonino Staiano
Topics & Concepts
Missing dataSeries (stratigraphy)Time seriesImputation (statistics)Computer scienceAutoregressive integrated moving averageUnavailabilityData miningData setStatisticsAlgorithmMathematicsMachine learningArtificial intelligencePaleontologyBiologyAir Quality Monitoring and ForecastingHydrological Forecasting Using AINeural Networks and Applications