Reducing the bottleneck of graph-based data mining by improving the efficiency of labeled graph isomorphism testing

Data and Knowledge Engineering - Tập 91 - Trang 17-33 - 2014
Shu-Ming Hsieh1,2, Chiun-Chieh Hsu1, Yen-Wu Ti2, Chi-Jung Kuo1,3
1Department of Information Management, National Taiwan University of Science and Technology, No. 43, Sec. 4, Keelung Rd., Taipei, Taiwan
2Department of Computer Science and Information Engineering, Hwa Hsia Institute of Technology, No. 111, Gongzhuan Rd., Zhonghe Dist., New Taipei, Taiwan
3Department of Information Management, Taipei Chengshih University of Science and Technology, Xueyuan Rd., Taipei, Taiwan

Tài liệu tham khảo

Kuramochi, 2004, An efficient algorithm for discovering frequent subgraphs, IEEE Trans. Knowl. Data Eng., 16, 1038, 10.1109/TKDE.2004.33 Wu, 2012, Hidden relationship between conserved residues and locally conserved phosphate-binding structures in NAD(P)-binding proteins, J. Phys. Chem. B, 116, 5644, 10.1021/jp3014332 Childs, 2009, Identification and classification of ncRNA molecules using graph properties, Nucleic Acids Res., 37, e66, 10.1093/nar/gkp206 Ledouxa, 2011, Topologically consistent 3D city models obtained by extrusion, Int. J. Geogr. Inf. Sci., 25, 557, 10.1080/13658811003623277 Hsieh, 2008, Graph-based representation for similarity retrieval of symbolic images, Data Knowl. Eng., 65, 401, 10.1016/j.datak.2007.12.004 Omar, 2012, Integrating spatial decision support system with graph mining technique, 15 Petrakis, 2002, ImageMap: an image indexing method based on spatial similarity, IEEE Trans. Knowl. Data Eng., 14, 979, 10.1109/TKDE.2002.1033768 Huan, 2003, Efficient mining of frequent subgraph in the presence of isomorphism Inokuchi, 2003, Complete mining of frequent patterns from graphs: mining graph data, Mach. Learn., 50, 321, 10.1023/A:1021726221443 Yan, 2002, gSpan: graph-based substructure pattern mining Chartrand, 2002 2004 Kukluk, 2004, Algorithm and experiments in testing planar graphs for isomorphism, J. Graph Algoritm. Appl., 18, 313, 10.7155/jgaa.00094 Jenner, 2003, Completeness results for graph isomorphism, J. Comput. Syst. Sci., 66, 549, 10.1016/S0022-0000(03)00042-4 Aho, 1974 Hopcroft, 1974, Linear time algorithm for isomorphism of planar graphs, 172 Galil, 1987, An O(n3log n) Las Vegas isomorphism test for trivalent graphs, J. ACM, 34, 513, 10.1145/28869.28870 Conte, 2004, Thirty years of graph matching in pattern recognition, Int. J. Pattern Recognit. Artif. Intell., 18, 265, 10.1142/S0218001404003228 Cordella, 2004, A (sub)graph isomorphism algorithm for matching large graphs, IEEE Trans. Pattern Anal. Mach. Intell., 26, 1367, 10.1109/TPAMI.2004.75 Foggia, 2001, A performance comparison of five algorithms for graph isomorphism McKay, 1981, Practical graph isomorphism, Congr. Numer., 30, 45 McKay Washio, 2003, State of the art of graph-based data mining, ACM SIGKDD Explor. Newsl., 5, 59, 10.1145/959242.959249 Ullmann, 1976, An algorithm for subgraph isomorphism, J. ACM, 23, 31, 10.1145/321921.321925 De Santo, 2003, A large database of graphs and its use for benchmarking graph isomorphism algorithms, Pattern Recogn. Lett., 24, 1067, 10.1016/S0167-8655(02)00253-2 Neapolitan, 1996 Valiente, 2004, Trading uninitialized space for time, Inf. Process. Lett., 9, 10.1016/j.ipl.2004.06.002