Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories

DOI10.1007/s10472-013-9381-7zbMath1331.68186OpenAlexW2008958337MaRDI QIDQ2352370

Rikard Laxhammar, Göran Falkman

Publication date: 1 July 2015

Published in: Annals of Mathematics and Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10472-013-9381-7

zbMATH Keywords

anomaly detectionconformal predictiontrajectory datalocal outlier factormaritime surveillance

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Machine vision and scene understanding (68T45)

Related Items (6)

Testing for outliers with conformal p-values ⋮ Synthesis of civil aircraft control using empirical data and quantum filtering ⋮ Root-finding approaches for computing conformal prediction set ⋮ Combination of inductive Mondrian conformal predictors ⋮ Unsupervised streaming anomaly detection for instrumented infrastructure ⋮ Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories

Uses Software

• LOF

Cites Work

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• Novelty detection: a review. I. Statistical approaches
• Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories

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