Outlier Detection in Multivariate Time Series Data Using a Fusion of K-Medoid, Standardized Euclidean Distance and Z-Score
Nwodo Benita Chikodili, Abdulmalik Danlami Mohammed, Opeyemi Aderiike Abisoye, Sulaimon Adebayo Bashir
Topics & Concepts
Euclidean distanceQuartileOutlierMedoidAnomaly detectionComputer scienceSeries (stratigraphy)Multivariate statisticsPattern recognition (psychology)Data miningTime seriesMahalanobis distanceArtificial intelligenceBlock (permutation group theory)StatisticsMathematicsCluster analysisBiologyConfidence intervalPaleontologyGeometryAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingAdvanced Statistical Methods and Models