Software
- AutoSim and vertex comparison: Link to GitHub Repository This is mainly C++ code for our proposed vertex similarity measure AutoSim, and several other popular ones, like SimRank, P-Rank, MatchSim and RoleSim. The code is still under development, so please forgive us if something breaks between iterations.
- LICRE: Link to Google hosting site (see paper “Licre: Unsupervised feature correlation reduction for lipodomics” )
- Blockmodel comparison measures: Matlab (see paper “Structure-aware Distance Measures for Computing Clusterings in Graphs” )
- FactorBlock, matrix factorisation based graph clustering: Matlab (see paper “Discovering Latent Blockmodels in Sparse and Noisy Graphs using Non-Negative Matrix Factorisation” )
Datasets
Regions of correlated change datasets
Some synthetic datasets. I will put up some documentation for them (hopefully) soon. In meantime, please contact me for further details.
cross dataset
different dataset
combo dataset
farSameCloseDiff dataset
Some other interesting dynamic graphical datasets.
Web access logs for (Football/Soccer) World Cup 98
BGP routing data, collected by the Routeviews project
Internet Mapping Project, conducted by Bill Cheswick
Dynamic Blockmodelling Datasets
Synthetic dataset used for the KDD 2012 paper. I have only unloaded the 75% density dataset, as they are quite big.
genbm-0.75.tar.gz
If you are using this dataset, please kindly cite the KDD 2012 paper (“SeqiBloc: Mining Multi-time Spanning Blockmodels in Dynamic Graphs”) – thanks.
Blockmodel comparison datasets
Synthetic dataset used in the blockmodelling comparison paper.
bmcompare_syn.tar.gz