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Flexible and Robust Co-regularized Multi-Domain Graph Clustering
Published on Sep 27, 20134259 Views
Multi-view graph clustering aims to enhance clustering performance by integrating heterogeneous information collected in different domains. Each domain provides a different view of the data instances
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Chapter list
Flexible and Robust Co-Regularized Multi-Domain Graph Clustering00:00
Outline00:10
Graph and Graph Clustering00:36
Detect protein functional modules in a PPI network01:09
Community Detection01:34
Multi-view Graph clustering01:56
Motivation - 102:31
Motivation - 203:53
Problem Formulation04:16
Co-regularized multi-domain graph clustering (CGC) - 104:52
Co-regularized multi-domain graph clustering (CGC) - 205:21
Co-regularized multi-domain graph clustering (CGC) - 305:48
Co-regularized multi-domain graph clustering (CGC) - 406:03
Co-regularized multi-domain graph clustering (CGC) - 507:01
Re-Evaluating Cross-Domain Relationship - 107:20
Re-Evaluating Cross-Domain Relationship - 207:44
Experimental Study - 108:07
Experimental Study - 208:31
Experimental Study - 310:26
Experimental Study - 411:06
Experimental Study - 512:08
Experimental Study - 612:31
Experimental Study - 713:02
Experimental Study - 813:36
Conclusion13:54
Thank You!14:35