Automatic topography of high-dimensional data sets by non-parametric density peak clustering
Maria d’Errico, Elena Facco, Alessandro Laio, Álex Rodríguez
Topics & Concepts
Cluster analysisDensity estimationComputer scienceEstimatorProbability density functionKernel density estimationMeasure (data warehouse)Data setParametric statisticsMathematicsPattern recognition (psychology)Hierarchical clusteringData miningAlgorithmArtificial intelligenceStatisticsAdvanced Clustering Algorithms ResearchData Management and AlgorithmsData Visualization and Analytics