Concepedia

Two-phase clustering process for outliers detection

Miao Jiang, S. S. Tseng, Che-Chun Su

Pattern Recognition Letters · 2001 · 346 citations · 13 references

Concepts

ComputingData ScienceData MiningStatistical ComputingTime Series AnalysisAnomaly DetectionCluster DetectionClustered Data AnalysisOutlier DetectionOutlier HandlingTime Series ClusteringCluster-based Outlier DetectionOutlier IdentificationOutlier RemovalStatistical Outlier DetectionTime Series Outlier Detection

References

13

Some methods for classification and analysis of multivariate observations

James B. MacQueen · Defense Technical Information Center (DTIC) · 1967 · 22.8K citations

Natural Sciences, Mathematics, Statistical Computing +16

Applied Multivariate Statistical Analysis.

Andrea Johnson, Dean W. Wichern · Biometrics · 1988 · 11.4K citations

Natural Sciences, Biostatistics, Statistical Computing +16

Finding groups in data: an introduction to cluster analysis

Choice Reviews Online · 1991 · 10.6K citations

Computing, Biostatistics, Data Science +16

A Cluster Separation Measure

David L. Davies, Donald W. Bouldin · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1979 · 8.8K citations

Computing, Data Science, Data Analytics +12

Algorithms for Clustering Data

Warren S. Sarle, Anil K. Jain, Richard C. Dubes · Technometrics · 1990 · 7.8K citations

Computing, Computer Science, Algorithms +9