A commentary on 'Learning error-correcting graph matching with a multiclass neural network', Pattern Recognition Letters, 2018

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A commentary on 'Learning error-correcting graph matching with a multiclass neural network', Pattern Recognition Letters, 2018

机译：关于``学习与多类神经网络匹配的纠错图''的评论，模式识别字母，2018年

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摘要

We analyze the learning graph-matching algorithm presented in M. Martineau, R. Raveaux, D. Conte, G.Venturini, Learning error-correcting graph matching with a multiclass neural network, Pattern Recognition Letters (2018). Authors propose a new definition of the graph edit distance and also a learning algorithm that deduces some weights on this new graph edit distance. In this commentary, we first show that this new definition of the graph edit distance cannot be considered a distance and then, we discuss how this fact influences on the application of their learning methodology. (C) 2019 Elsevier B.V. All rights reserved.

机译：我们分析了M.Martineo，R.Raveaux，D.Conte，G.Venturini，使用多类神经网络的学习纠错图匹配，模式识别字母（2018）中提出的学习图匹配算法。作者提出了图形编辑距离的新定义以及一种学习算法，该算法推论了这个新图形编辑距离的一些权重。在这篇评论中，我们首先表明，不能将图形编辑距离的这一新定义视为距离，然后讨论这一事实如何影响其学习方法的应用。（C）2019 Elsevier B.V.保留所有权利。

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《Pattern recognition letters》 |2020年第1期|16-18|共3页
作者

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作者单位

Univ Rovira & Virgili Av Paisos Catalans 26 Tarragona Catalonia Spain;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
Error-tolerant graph matching; Learning graph edit distance;

机译：容错图匹配;学习图编辑距离;

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专利

1. Learning error-correcting graph matching with a multiclass neural network [J] . Martineau Maxime, Raveaux Romain, Conte Donatello, Pattern recognition letters . 2020,第Juna期

机译：学习错误校正图与多牌神经网络匹配
2. Pattern recognition by homomorphic graph matching using Hopfield neural networks [J] . P N Suganthan, E K Teoh, D P Mital Image and Vision Computing . 1995,第1期

机译：Hopfield神经网络通过同态图匹配进行模式识别
3. PATTERN RECOGNITION BY GRAPH MATCHING USING THE POTTS MFT NEURAL NETWORKS [J] . Suganthan PN., Mital DP., Teoh EK. Pattern Recognition: The Journal of the Pattern Recognition Society . 1995,第7期

机译：使用POTTS MFT神经网络通过图形匹配识别图案
4. A chaotic neural network for the attributed relational graph matching problem in pattern recognition [C] . Shenshen Gu, Songnian Yu Intelligent Multimedia, Video and Speech Processing, 2004. Proceedings of 2004 International Symposium on . 2004

机译：模式识别中属性关系图匹配问题的混沌神经网络
5. Modeling and learning in speech recognition: The relationship between stochastic pattern classifiers and neural networks. [D] . Niles, Leslie Thomas. 1991

机译：语音识别中的建模和学习：随机模式分类器与神经网络之间的关系。
6. A Novel Time-Incremental End-to-End Shared Neural Network with Attention-Based Feature Fusion for Multiclass Motor Imagery Recognition [O] . Shidong Lian, Jialin Xu, Guokun Zuo, 2021

机译：一种新的时增量端到端共享神经网络具有基于关注的特征融合用于多字母电机图像识别
7. Application of Recognition Input Squinting and Error-Correcting Output Coding to Convolutional Neural Networks [O] . Stathopoulos George 2011

机译：识别输入斜视和纠错输出编码在卷积神经网络中的应用

A commentary on 'Learning error-correcting graph matching with a multiclass neural network', Pattern Recognition Letters, 2018

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