Global Structure Analysis

Core decompositions

Theoretical tools for global structure analysis

Alternative criteria for global structure analysis

Combinatorics of networks and analytical approaches

Succinct Representation of Graph Data

Sparse coding

Graph dictionary learning

Recommendation systems

Graph Similarity

Graph matching using the structure of graph data

Graph similarity measured by edit distance

Graph Kernels

Frequent subgraph mining in graphs

Application-driven approaches

Community detection and evaluation in real-world networks

Identification of influential spreaders in complex networks

Event detection in social media streams

Graph-of-words and clustering structures for text mining

Privacy/Anonymization