Concepedia

Comparison of local outlier detection techniques in spatial multivariate data

Marie Ernst, Gentiane Haesbroeck

Data Mining and Knowledge Discovery · 2016 · 36 citations · 20 references

Concepts

ComputingGeoinformaticsSpatial AnalysisSpatial Data AnalysisSpatial StatisticsAnomaly DetectionMultivariate AnalysisOutlier DetectionSpatial Cluster AnalysisSpatial ClusteringSpatial Statistical ModelingCluster-based Outlier DetectionDistance-based Outlier DetectionMultivariate Outlier DetectionMultivariate Spatial AnalysisSpatial Anomaly Detection

References

20

Sparse inverse covariance estimation with the graphical lasso

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · Biostatistics · 2007 · 6.6K citations · Full text

Life Sciences, Bioinformatics, Biostatistics +13

Markus Breunig, Hans‐Peter Kriegel, Raymond T. Ng et al. · ACM SIGMOD Record · 2000 · 5.2K citations

Computing, Computer Science, Data Analytics +6

A Fast Algorithm for the Minimum Covariance Determinant Estimator

Peter J. Rousseeuw, Katrien Van Driessen · Technometrics · 1999 · 1.9K citations

Computing, Astronomy, Computer Science +11

A Fast Algorithm for the Minimum Covariance Determinant Estimator

Peter J. Rousseeuw, Katrien Van Driessen · Technometrics · 1999 · 1.9K citations

Computing, Astronomy, Computer Science +11

Matérn Cross-Covariance Functions for Multivariate Random Fields

Tilmann Gneiting, William Kleiber, Martin Schlather · Journal of the American Statistical Association · 2010 · 384 citations · Full text

Computing, Earth Sciences, Meteorology +17