کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4969974 1450019 2017 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Graph edit distance contest: Results and future challenges
ترجمه فارسی عنوان
نمودار ویرایش مسابقه فاصله: نتایج و چالش های آینده
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
چکیده انگلیسی
Graph Distance Contest (GDC) was organized in the context of ICPR 2016. Its main challenge was to inspect and report performances and effectiveness of exact and approximate graph edit distance methods by comparison with a ground truth. This paper presents the context of this competition, the metrics and datasets used for evaluation, and the results obtained by the eight submitted methods. Results are analyzed and discussed in terms of computation time and accuracy. We also highlight the future challenges in graph edit distance regarding both future methods and evaluation metrics. The contest was supported by the Technical Committee on Graph-Based Representations in Pattern Recognition (TC-15) of the International Association of Pattern Recognition (IAPR).
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition Letters - Volume 100, 1 December 2017, Pages 96-103
نویسندگان
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