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Outlier Detection Techniques for Wireless Sensor Networks: A Survey
IEEE Communications Surveys and Tutorials, 2010Nirvana Meratnia, Paul J M Havinga
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A novel outlier cluster detection algorithm without top-n parameter
Knowledge-Based Systems, 2017Quanwang Wu, Qingsheng Zhu
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Outliers—Part 2:Pitfalls in Detecting Outliers
2018Howard Mark, Jerry Workman
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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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A Survey of Outlier Detection Methodologies
Artificial Intelligence Review, 2004Victoria Hodge +2 more
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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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