Effective Density Peaks Clustering Algorithm Based on the Layered K-Nearest Neighbors and Subcluster Merging

Keyphrases

• Effective Density 100%
• K-nearest 100%
• Density Peaks Clustering 100%
• Density-based Clustering Algorithm 100%
• Multiple Peaks 40%
• Local Density 40%
• Calculation Method 40%
• Multiple Layers 20%
• Density Distribution 20%
• K-means 20%
• Number of Clusters 20%
• Non-spherical 20%
• Cluster Problem 20%
• Shared Neighbors 20%
• Number of Experiments 20%
• Density-based Spatial Clustering of Applications with Noise (DBSCAN) 20%
• Merging Strategy 20%
• Density Calculation 20%
• Manifold-valued Data 20%
• Peak Density 20%
• Threshold Density 20%
• Distance Threshold 20%
• Newton's Law of Gravitation 20%
• Complex Manifold 20%
• Cutoff Distance 20%

Computer Science

• Clustering Algorithm 100%
• Distance Threshold 25%
• Cutoff Distance 25%