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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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A novel outlier cluster detection algorithm without top-n parameter
Knowledge-Based Systems, 2017Quanwang Wu +2 more
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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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A non-parameter outlier detection algorithm based on Natural Neighbor
Knowledge-Based Systems, 2016Qingsheng Zhu, Ji Feng, Huang Jinlong
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Outlier Detection for Temporal Data: A Survey
IEEE Transactions on Knowledge and Data Engineering, 2014Manish Gupta, Charu Aggarwal, Jiawei Han
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Outlier detection and robust regression for correlated data
Computer Methods in Applied Mechanics and Engineering, 2017Gilberto A. Ortiz, Ka-Veng Yuen
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