https://github.com/chrsmrrs/hashgraphkernel

Source code for our IEEE ICDM 2016 paper "Faster Kernels for Graphs with Continuous Attributes".
https://github.com/chrsmrrs/hashgraphkernel

graph-kernels graphs hashing machine-learning python

Last synced: 2 months ago
JSON representation

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

• Host: GitHub
• URL: https://github.com/chrsmrrs/hashgraphkernel
• Owner: chrsmrrs
• Created: 2017-01-24T12:42:38.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-10-14T14:31:53.000Z (almost 7 years ago)
• Last Synced: 2024-07-16T18:11:54.479Z (3 months ago)
• Topics: graph-kernels, graphs, hashing, machine-learning, python
• Language: Python
• Size: 5.87 MB
• Stars: 10
• Watchers: 4
• Forks: 8
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-graph-classification - [Python Reference

README

        
# Hash Graph Kernels

Source code for our IEEE ICDM 2016 paper [Faster Kernels for Graphs with Continuous Attributes](https://arxiv.org/abs/1610.00064).

# Usage

```Bash

$ 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](http://graphkernels.cs.tu-dortmund.de) 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](http://ieeexplore.ieee.org/document/7837955), *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).