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Published in 2018 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1236
Abstract: Real data often contain anomalous cases, also known as outliers. These may spoil the resulting analysis but they may also contain valuable information. In either case, the ability to detect such anomalies is essential. A…
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Keywords:
detection;
robust statistics;
anomaly detection;
analysis ... See more keywords
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Published in 2021 at "Communications of the ACM"
DOI: 10.1145/3453937
Abstract: turns out to be possible to construct this separation oracle without knowing the quantity itself. This particular technique has not been as widely employed as the filtering algorithm, but is spiritually related to later ideas…
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Keywords:
statistics tackle;
robust statistics;
technical perspective;
new problems ... See more keywords