diff --git a/README.md b/README.md index eaa2c05a78fb6ba1aab8e0f2dbb424e64b7d4674..bf16ad1dd417d4a592d9f5e988bebd17f08d0093 100644 --- a/README.md +++ b/README.md @@ -81,11 +81,10 @@ ged.set_attr_graph_used("theme","color") # Edge colors and node themes attribute ## List of algorithms - * DeltaCon and DeltaCon0 (*debug needed*) [1] - * Vertex Ranking [2] - * Vertex Edge Overlap [2] - * Bag of Nodes (a bag of words model using nodes as vocabulary) - * Bag of Cliques (a bag of words model using cliques as vocabulary) + * Graph Embedding + * Graph2Vec [1] + * DeepWalk [7] + * Graph kernels * Random Walk Kernel (*debug needed*) [3] * Geometrical @@ -98,17 +97,22 @@ ged.set_attr_graph_used("theme","color") # Edge colors and node themes attribute * Hausdorff Graph Edit Distance * Bipartite Graph Edit Distance * Greedy Edit Distance + * Vertex Ranking [2] + * Vertex Edge Overlap [2] + * Bag of Nodes (a bag of words model using nodes as vocabulary) + * Bag of Cliques (a bag of words model using cliques as vocabulary) * MCS [6] ## Publications associated - * [1] Koutra, D., Vogelstein, J. T., & Faloutsos, C. (2013, May). Deltacon: A principled massive-graph similarity function. In Proceedings of the 2013 SIAM International Conference on Data Mining (pp. 162-170). Society for Industrial and Applied Mathematics. + * [1] Narayanan, Annamalai and Chandramohan, Mahinthan and Venkatesan, Rajasekar and Chen, Lihui and Liu, Yang. Graph2vec: Learning distributed representations of graphs. MLG 2017, 13th International Workshop on Mining and Learning with Graphs (MLGWorkshop 2017). * [2] Papadimitriou, P., Dasdan, A., & Garcia-Molina, H. (2010). Web graph similarity for anomaly detection. Journal of Internet Services and Applications, 1(1), 19-30. * [3] Vishwanathan, S. V. N., Schraudolph, N. N., Kondor, R., & Borgwardt, K. M. (2010). Graph kernels. Journal of Machine Learning Research, 11(Apr), 1201-1242. * [4] Shervashidze, N., Schweitzer, P., Leeuwen, E. J. V., Mehlhorn, K., & Borgwardt, K. M. (2011). Weisfeiler-lehman graph kernels. Journal of Machine Learning Research, 12(Sep), 2539-2561. * [5] Fischer, A., Riesen, K., & Bunke, H. (2017). Improved quadratic time approximation of graph edit distance by combining Hausdorff matching and greedy assignment. Pattern Recognition Letters, 87, 55-62. * [6] A graph distance metric based on the maximal common subgraph, H. Bunke and K. Shearer, Pattern Recognition Letters, 1998 + * [7] Perozzi, B., Al-Rfou, R., & Skiena, S. (2014, August). Deepwalk: Online learning of social representations. In Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining (pp. 701-710). ACM. ## Author(s)