Scalable KDE-based top-<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e877" altimg="si742.svg"><mml:mi>n</mml:mi></mml:math> local outlier detection over large-scale data streams
Fang Liu, Yanwei Yu, Peng Song, Yangyang Fan, Xiangrong Tong
Topics & Concepts
Computer scienceData stream miningPruningScalabilityOutlierAnomaly detectionKernel (algebra)AlgorithmSliding window protocolUpper and lower boundsVolume (thermodynamics)Data miningArtificial intelligenceMathematicsWindow (computing)DatabaseMathematical analysisQuantum mechanicsAgronomyOperating systemCombinatoricsBiologyPhysicsAnomaly Detection Techniques and ApplicationsNetwork Security and Intrusion DetectionVideo Surveillance and Tracking Methods