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- W2122969976 abstract "This paper introduces the generalized Cauchy distribution derived LL p metric. We analyze the properties of the metric from the point of view of robust statistics and relate the metric to the L p metric, comparing the robustness of the metrics according to their influence functions. The derived metric is employed in robust clustering. To implement the proposed robust clustering method, a robust centroid updating algorithm based on maximum likelihood estimation theory is introduced. Simulations are performed to evaluate the validity of the algorithm and demonstrate its robustness compared with classical robust clustering methods." @default.
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- W2122969976 date "2009-03-01" @default.
- W2122969976 modified "2023-09-26" @default.
- W2122969976 title "LL<inf>p</inf> metric based robust clustering" @default.
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- W2122969976 doi "https://doi.org/10.1109/ciss.2009.5054817" @default.
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