articleKnowledge-Based SystemsFeb 29, 2024Closed access

Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism

HKHyeongwon KangPKPilsung Kang

Korea University

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Abstract

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Citation impact

117
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FWCI
36.67
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100%
References
43
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2

Topics & keywords

Topics
Keywords
  • Anomaly detection
  • Metric (unit)
  • Computer science
  • Multivariate statistics
  • Anomaly (physics)
  • Time series
  • Variable (mathematics)
  • Data mining
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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