chrsmrrs / hashgraphkernel

Source code for our IEEE ICDM 2016 paper "Faster Kernels for Graphs with Continuous Attributes".

Hash Graph Kernels

Source code for our IEEE ICDM 2016 paper Faster Kernels for Graphs with Continuous Attributes.

Usage

$ python hash_graph_kernels.py

Different kernels and data sets can be selected in "hash_graph_kernels.py".

More Data Sets

See Benchmark Data Sets for Graph Kernels for more data sets.

Terms and conditions

Please feel free to use our code. We only ask that you cite:

1. Christopher Morris, Nils M. Kriege, Kristian Kersting, Petra Mutzel, Faster Kernel for Graphs with Continuous Attributes via Hashing, IEEE International Conference on Data Mining (ICDM), 2016.

    @inproceedings{Morris+2016,
        title={Faster Kernel for Graphs with Continuous Attributes via Hashing},
        author={Christopher Morris and Nils M. Kriege and Kristian Kersting and Petra Mutzel},
        booktitle={IEEE International Conference on Data Mining (ICDM), 2016},
        pages={1095--1100},
        year={2016}
    }
   

Contact Information

If you have any questions, send an email to Christopher Morris (christopher.morris at udo.edu).