Performance Evaluation of Regular Decomposition and Benchmark Clustering Methods
This study compares three benchmark clustering methods—mini batch k-means, DBSCAN, and spectral clustering—with regular decomposition (RD), a new method developed for large graph data. RD is first converted so that applicable to numerical data without graph structure by changing the input into a dis...
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Communications in Computer and Information Science
2022
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