Risk Factors Discovery for Cancer Survivability Analysis Using Graph-Rule Mining

Figure 1

The pipeline of the proposed rule-summarization algorithm, including three phases: (i) applying association rule-mining algorithm to obtain the completed rule set, which is turned into the rule-similarity graph; (ii) employing the community-detection algorithm to cluster the rule graph; (iii) summarizing significant rules from individual clusters.