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Data and files used in our study,
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2020-05-26
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Multivariate Functional Data Visualization and Outlier Detection
This article proposes a new graphical tool, the magnitude-shape (MS) plot, for visualizing both the magnitude and shape outlyingness of multivariate functional data. The proposed tool builds on the re
DataCite Commons2020-08-29 更新130
Leave-One-Out Kernel Density Estimates for Outlier Detection
This article introduces lookout , a new approach to detect outliers using leave-one-out kernel density estimates and extreme value theory. Outlier detection methods that use kernel density estim
DataCite Commons2022-08-03 更新100
OUTLIERS DETECTION BY RANSAC ALGORITHM IN THE TRANSFORMATION OF 2D COORDINATE FRAMES
Over the years there have been a number of different computational methods that allow for the identification of outliers. Methods for robust estimation are known in the set of M-estimates methods (der
DataCite Commons2021-03-26 更新40
Kepler Outlier Scores
Tables related to outlier scoring on Kepler data. These are supplementary data files in support of the paper \"Density Based Outlier Scoring on Kepler Data\" submitted to the Monthly Notices of the Ro
DataONE2020-11-16 更新120
Simulation results for the location level of contamination in the model(1 − δ ) exp (1) + δexp (0.2) in high-dimensional data set.
Simulation results for the location level of contamination in the model(1 − δ)exp(1) + δexp(0.2) in high-dimensional data set.
NIAID Data Ecosystem60
