Improved GraphSVX for GNN Explanations Based on Cross Entropy-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Improved GraphSVX for GNN Explanations Based on Cross Entropy

Published:2023-05-12 Issue: Volume: Page:
ISSN:
Container-title:2023 4th International Conference on Electronic Communication and Artificial Intelligence (ICECAI)
language:
Short-container-title:

Author:

Yu Xinyao¹,Liang Dong²,Li Qinfeng³

Affiliation:

1. Beijing University of Posts and Telecommunications,International School,Beijing,China

2. Ministry of Education Beijing University of Posts and Telecommunications,Key Laboratory of Universal Wireless Communications,Beijing,China

3. Beijing University of Posts and Telecommunications,School of Information and Communication Engineering,Beijing,China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10176328/10176396/10176786.pdf?arnumber=10176786

Reference13 articles.

1. Structure-activity relationship of mutagenic aromatic and heteroaromatic nitro compounds. Correlation with molecular orbital energies and hydrophobicity

2. GNNExplainer: Generating Explanations for Graph Neural Networks;ying;Advances in neural information processing systems,2019

3. LineageBA: A Fast, Exact and Scalable Graph Generation for the Barabási-Albert Model

4. Parameterized Explainer for Graph Neural Network;luo;ArXiv vol abs/2011 04573,2020

5. GraphSVX: Shapley Value Explanations for Graph Neural Networks

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems;Journal of Intelligent Information Systems;2024-01-22

2. Transparency in Algorithmic Decision-making: Interpretable Models for Ethical Accountability;E3S Web of Conferences;2024

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3