Hierarchical Stochastic Graphlet Embedding

Methodology

Stochastic Graphlet Embedding

• Anjan Dutta and Hichem Sahbi, "High Order Stochastic Graphlet Embedding for Graph-Based Pattern Recognition", arXiv preprint arXiv:1702.00156, 2017.

Pyramidal Stochastic Graphlet Embedding

• Anjan Dutta, Pau Riba, Josep Lladós and Alicia Fornés, "Pyramidal Stochastic Graphlet Embedding for Document Pattern Classification", ICDAR, pp.33-38, 2017.

Hierarchical Stochastic Graphlet Embedding

• Adjacency matrix of the whole hierarchical representation.
• Concatenate combinations oflevels with hierarchical edges.

Requirements

• Matlab BGL
• VLFEAT
• LIBSVM

Please, set the path to the corresponding libraries in the file set_paths.m.

Datasets

Collection of datasets to test:

• MUTAG
• PTC
• PROTEINS
• NCI1
• NCI109
• D & D
• MAO

Paper

Submitted to .... (SOON)

Authors

• Pau Riba (@priba)
• Anjan Dutta (@AnjanDutta)