Hierarchical Clustering Algorithm Based on Fast and Uniform Segmentation
2022 12th International Conference on Cloud Computing, Data Science & Engineering (Confluence)(2022)
摘要
Hierarchical clustering algorithm is a very important method in data mining. The disadvantage of hierarchical clustering lies in the time complexity of the algorithm and the one-way irreversibility of the algorithm. The inaccuracy of the conditions for cluster termination is another major disadvantage of hierarchical clustering. Hierarchical clustering requires the final cluster number. But for mo...
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关键词
Runtime,Merging,Clustering algorithms,Partitioning algorithms,Complexity theory,Data mining,Time complexity
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