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
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)