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On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study
Data Mining and Knowledge Discovery, 2016Arthur Zimek +2 more
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Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection
ACM Transactions on Knowledge Discovery From Data, 2015Ricardo J G B Campello +2 more
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A non-parameter outlier detection algorithm based on Natural Neighbor
Knowledge-Based Systems, 2016Huang Jinlong, Qingsheng, Lijun Yang
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There and back again: Outlier detection between statistical reasoning and data mining algorithms
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2018Arthur Zimek, Peter Filzmoser
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