Dimensionality reduction for multivariate time-series data mining
Xiaoji Wan, Hailin Li, Liping Zhang, Yenchun Jim Wu
Topics & Concepts
Dimensionality reductionPrincipal component analysisComputer scienceMultivariate statisticsCurse of dimensionalityData miningTime seriesPattern recognition (psychology)Covariance matrixPiecewiseSeries (stratigraphy)CovarianceRepresentation (politics)Artificial intelligenceAlgorithmStatisticsMachine learningMathematicsPoliticsPaleontologyMathematical analysisBiologyPolitical scienceLawTime Series Analysis and ForecastingNeural Networks and ApplicationsSpectroscopy and Chemometric Analyses