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K-NNDP: K-means algorithm based on nearest neighbor density peak optimization and outlier removal

Jiyong Liao, Xingjiao Wu, Yaxin Wu, Juelin Shu

2024Knowledge-Based Systems21 citationsDOI

Topics & Concepts

OutlierCentroidComputer scienceRandomnessCluster analysisk-nearest neighbors algorithmScalabilityAlgorithmData miningAnomaly detectionStability (learning theory)Pattern recognition (psychology)Artificial intelligenceMathematicsMachine learningDatabaseStatisticsAnomaly Detection Techniques and ApplicationsData Stream Mining TechniquesMachine Learning and Data Classification
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