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CS 58004 Special Topics in CS: Graph Mining Select Term:
This course focuses on advanced graph mining algorithms for understanding graphs and extracting patterns and relationships from them. The course covers the following topics: • Graph data structures and graph databases • Paths, flows and fundamental graph algorithms • Mining subgraph patterns • Subgraph pattern matching • Nearest-neighbors search • Graph centrality • Spectral graph theory • Graph similarity & graph kernels • Modularity & influence maximization • Graph embeddings & graph classification • Linear-algebra-based graph algorithms
SU Credits : 3
ECTS Credit : 10
Prerequisite : -
Corequisite : -