articleData Mining and Knowledge DiscoveryJan 16, 2016GREEN OA

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

GOGuilherme O. CamposAZArthur ZimekJSJörg SanderRJRicardo J. G. B. CampelloBMBarbora Micenková

Universidade de São Paulo · Ludwig-Maximilians-Universität München · +3 more institutions

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Topics
Keywords
  • Outlier
  • Anomaly detection
  • Benchmark (surveying)
  • Computer science
  • Data mining
  • Artificial intelligence
  • Ground truth
  • Pattern recognition (psychology)
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