Loda: lightweight on-line detector of anomalies

DOI10.1007/s10994-015-5521-0zbMath1338.68236OpenAlexW1242748811MaRDI QIDQ298359

Tomáš Pevný

Publication date: 20 June 2016

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-015-5521-0

zbMATH Keywords

unsupervised learninganomaly detection

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

A survey of outlier detection in high dimensional data streams ⋮ Three-way decision-based co-detection for outliers

Uses Software

• UCI-ml
• LIBSVM
• Loda
• FRaC
• LOF
• Orca
• IsolationForest

Cites Work

• Unnamed Item
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• UCI-ml
• Support vector data description
• Estimating the Support of a High-Dimensional Distribution
• Extensions of Lipschitz mappings into a Hilbert space
• How many bins should be put in a regular histogram
• Multidimensional binary search trees used for associative searching
• Combining Pattern Classifiers
• An improved data stream summary: the count-min sketch and its applications
• Maintaining Stream Statistics over Sliding Windows
• Outlier Analysis
• A survey on unsupervised outlier detection in high‐dimensional numerical data
• Online Learning with Kernels

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