Graph-based Data Mining

Graph-based data mining
http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=850825
Using databases represented as graphs, the Subdue system performs two key data mining techniques: unsupervised pattern discovery and supervised concept learning from examples. Applications to large structural databases demonstrate Subdue's scalability and effectiveness