A Nonparametric Split and Kernel-Merge Clustering Algorithm

Keyphrases

• Clustering Algorithm 100%
• Nonparametric 100%
• Data Anomalies 66%
• Performance Improvement 33%
• State-of-the-art Techniques 33%
• Hyperparameters 33%
• Benchmark Dataset 33%
• Kernel Function 33%
• Hierarchical Clustering 33%
• Cluster-based 33%
• High Dimension 33%
• High-dimensional Data 33%
• Ranking Method 33%
• Comprehensive Comparison 33%
• Straight Line 33%
• Merging Method 33%
• Partitional Clustering 33%
• Main Phase 33%
• Cluster Accuracy 33%
• Data Outliers 33%
• Nonparametric Clustering 33%
• Phase Splitting 33%
• Phase Merging 33%
• Density-based Spatial Clustering of Applications with Noise (DBSCAN) 33%
• Shape Diversity 33%

Engineering

• Clustering Algorithm 100%
• Subcluster 66%
• Applicability 33%
• Dimensionality 33%
• Hierarchical Clustering 33%
• State-of-the-Art Technique 33%
• Straight Line 33%
• Dimensional Data 33%

Computer Science

• Clustering Algorithm 100%
• Kernel Function 33%
• Hierarchical Clustering 33%
• High Dimensionality 33%
• High Dimensional Data 33%
• Managing Data 33%
• Leaning Parameter 33%