K Gouda, M Hassaan - 2016 IEEE 32nd International …, 2016 - ieeexplore.ieee.org
Graph similarity is a basic and essential operation in many applications. In this paper, we are interested in computing graph similarity based on edit distance. Existing graph edit …
Graph edit distance (GED) computation is a fundamental NP-hard problem in graph theory. Given a graph pair (G 1, G 2), GED is defined as the minimum number of primitive …
J Kim, DH Choi, C Li - EDBT, 2019 - chenli.ics.uci.edu
We study the problem of graph similarity search with a graph edit distance (GED) constraint. Existing solutions adopt a filteringand-verification framework, with a focus on the filtering …
J Kim - Proceedings of the 2021 International Conference on …, 2021 - dl.acm.org
Graph similarity search is to retrieve all graphs from a graph database whose graph edit distance (GED) to a query graph is within a given threshold. As GED computation is NP …
Z Sun, H Huo, X Chen - IEEE Access, 2018 - ieeexplore.ieee.org
Graph similarity search is a crucial problem in many applications, such as cheminformatics, data mining, and pattern recognition. Top-k graph similarity search aims to find the most …
Graphs have been widely used for complex data representation in many real applications, such as social network, bioinformatics, and computer vision. Therefore, graph similarity join …
X Chen, H Huo, J Huan, JS Vitter… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Graph similarity search under the graph edit distance constraint has received considerable attention in many applications, such as bioinformatics, data mining, pattern recognition and …
Many real-world applications, such as bioinformatics, data mining, pattern recognition, and social network analysis, benefit from efficient solutions for the graph similarity search …
Q Cheng, D Yan, T Wu, Z Huang, Q Zhang - arXiv preprint arXiv …, 2024 - arxiv.org
Given a graph pair $(G^ 1, G^ 2) $, graph edit distance (GED) is defined as the minimum number of edit operations converting $ G^ 1$ to $ G^ 2$. GED is a fundamental operation …