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A robust clustering algorithm based on the identification of core points and KNN kernel density estimation

Zhou Zhou, Gangquan Si, Haodong Sun, Kai Qu, Weicheng Hou

2022Expert Systems with Applications47 citationsDOI

Topics & Concepts

Cluster analysisKernel density estimationComputer scienceRobustness (evolution)Kernel (algebra)Pattern recognition (psychology)AlgorithmMetric (unit)Density estimationData miningCluster (spacecraft)Core (optical fiber)Identification (biology)Set (abstract data type)Artificial intelligenceMathematicsStatisticsChemistryProgramming languageBotanyEstimatorOperations managementBiochemistryEconomicsTelecommunicationsGeneBiologyCombinatoricsAdvanced Clustering Algorithms ResearchMetabolomics and Mass Spectrometry StudiesRemote-Sensing Image Classification
A robust clustering algorithm based on the identification of core points and KNN kernel density estimation | Litcius