The Core Cluster-Based Subspace Weighted Clustering Ensemble

Algorithm 3

Input:,

Output:

1. Performed clustering on each base subspace to generate a set of subspace clustering ensemble

2. Generate the adaptive core clusters according to Definition 1

3. Calculated the similarity of the cluster according to Equations (23) and (24)

4. Calculate the similarity of clusters and core clusters according to Equations (25) and (26)

5. Construct the bipartite graph according to Equation (22) with ,

6. Combine matrix and matrix to generate

7. Segment the by Tcut

8. Map the labels of core cluster to the samples