Details

Autor(en) / Beteiligte

• Blumenthal, David B.
• Gamper, Johann

Titel

Correcting and Speeding-Up Bounds for Non-Uniform Graph Edit Distance

Ist Teil von

• 2017 IEEE 33rd International Conference on Data Engineering (ICDE), 2017, p.131-134

Ort / Verlag

IEEE

Erscheinungsjahr

2017

Quelle

IEEE/IET Electronic Library (IEL)

Beschreibungen/Notizen

• The problem of deriving lower and upper bounds for the edit distance between labelled undirected graphs has recently received increasing attention. However, only one algorithm has been proposed that allegedly computes not only an upper but also a lower bound for non-uniform metric edit costs and incorporates information about both node and edge labels. In this paper, we show that this algorithm is incorrect in the sense that, in general, it does not compute a lower bound. We present BRANCH, a corrected version of the algorithm that runs in O(n 5 ) time. We also develop a speed-up BRANCHFAST that runs in O(n 4 ) time and computes a lower bound, which is only slightly less accurate than the one computed by BRANCH. An experimental evaluation shows that BRANCH and BRANCHFAST yield excellent runtime/accuracy-tradeoffs, as they outperform all existing competitors in terms of runtime or in terms of accuracy.