TimeSHAP: Explaining Recurrent Models through Sequence Perturbations
Author:
Affiliation:
1. Feedzai, Lisboa, Portugal
2. Instituto Superior Técnico, University of Lisbon, Lisboa, Portugal
Funder
Portuguese Foundation for Science and Technology
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3447548.3467166
Reference36 articles.
1. Explaining nonlinear classification decisions with deep Taylor decomposition;Montavon Grégoire;Pattern Recognition,2017
2. On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
Cited by 24 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. XAI for Time-Series Classification Leveraging Image Highlight Methods;Communications in Computer and Information Science;2024
2. A Dual-Mode Grade Prediction Architecture for Identifying At-Risk Students;IEEE Transactions on Learning Technologies;2024
3. Predicting consumer choice from raw eye-movement data using the RETINA deep learning architecture;Data Mining and Knowledge Discovery;2023-12-29
4. Interpreting runoff forecasting of long short-term memory network: An investigation using the integrated gradient method on runoff data from the Han River Basin;Journal of Hydrology: Regional Studies;2023-12
5. Relative Synergy Coefficient: A novel way to detect variable interaction in large dataset;Knowledge-Based Systems;2023-12
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