CSCI 5430 — Graph Data Mining
The course covers graph terminology, representation, and techniques to extract patterns from large graph data. The topics include random and scale-free graph generation, link analysis (PageRank), graph representation learning, graph neural networks, deep graph generation, community detection, frequent subgraph mining, graph classification, influence maximization, and knowledge graph mining. Taught with CSCI 4430 . Requires more advanced graduate work than CSCI 4430 .