Outlier detection using binary decision diagrams

DOI10.1007/s10618-016-0486-6zbMath1416.62278OpenAlexW2550502858MaRDI QIDQ1741310

Takuro Kutsuna, Akihiro Yamamoto

Publication date: 3 May 2019

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10618-016-0486-6

zbMATH Keywords

outlier detectionbinary decision diagramleave-one-out-density

Mathematics Subject Classification ID

Statistics of extreme values; tail inference (62G32) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• R
• UCI-ml
• CUDD
• Kernlab
• DMwR
• LOF
• Orca
• IsolationForest

Cites Work

• Estimating the Support of a High-Dimensional Distribution
• Graph-Based Algorithms for Boolean Function Manipulation
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