21 Übersetzungen
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- In the 1990s she started (together with her team) so called grade data analysis, a science of applying copula and rank methods to problems of correspondence and cluster analysis together with outlier detection.
- NBAD has also been described as outlier detection, novelty detection, deviation detection and exception mining.
- Whilst in one or two dimensions outlier detection using classical methods can be performed manually, with large data sets and in high dimensions the problem of masking can make identification of many outliers impossible.
- , and in outlier detection.
- Therefore, it also can be interpreted as an outlier detection method.
- He is well known for his work on outlier detection, density-based clustering, correlation clustering, and the curse of dimensionality.
- In particular, in handling of missing values, outlier detection, and feature selection.
- Nielsen has research interests in econometrics and financial economics: time series, outlier detection, and cohort analysis.
- It is not recommended for use in analysis such as clustering or outlier detection since it does not necessarily preserve densities or distances well.
- The research will also tackle the problem of degraded pattern quality, outlier detection, object classification and image formation.
- He was also awarded the 2015 ACM SIGKDD Innovation Award for his contributions to data mining in clustering, outlier detection and high-dimensional data analysis, in particular for density-based approaches.
- OPTICS-OF is an outlier detection algorithm based on OPTICS.
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