An outlier detection approach in large-scale data stream using rough set

LOF

Markus Breunig, Hans‐Peter Kriegel, Raymond T. Ng et al. · ACM SIGMOD Record · 2000 · 5.1K citations

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Fei Tony Liu, Kai Ming Ting, Zhi‐Hua Zhou · ACM Transactions on Knowledge Discovery from Data · 2012 · 1.9K citations

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Outliers in Statistical Data.

Anthony C. Atkinson, V. Barnett, T. Lewis · Journal of the Royal Statistical Society Series A (Statistics in Society) · 1995 · 1.7K citations

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Edwin M. Knorr, Raymond T. Ng, Vladimir Tucakov · The VLDB Journal · 2000 · 1.2K citations

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Outlier detection for high dimensional data

Charų C. Aggarwal, Philip S. Yu · 2001 · 1K citations

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