Interpretable Deep Learning Framework for Land Use and Land Cover Classification in Remote Sensing Using SHAP
Author:
Affiliation:
1. School of Rural Surveying and Geoinformatics Engineering, National Technical University of Athens, Athens, Greece
Funder
H2020 Marie Sk?odowska-Curie Actions
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Geotechnical Engineering and Engineering Geology
Link
http://xplorestaging.ieee.org/ielx7/8859/10034981/10057399.pdf?arnumber=10057399
Reference29 articles.
1. Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
2. Learning important features through propagating activation differences;shrikumar;Proc 34th Int Conf Mach Learn,2017
3. SEN12MS – A CURATED DATASET OF GEOREFERENCED MULTI-SPECTRAL SENTINEL-1/2 IMAGERY FOR DEEP LEARNING AND DATA FUSION
4. "Why Should I Trust You?"
5. Spatio-Temporal Interpretation of The Covid-19 Risk Factors Using Explainable Ai
Cited by 44 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. Eco-friendly mix design of slag-ash-based geopolymer concrete using explainable deep learning;Results in Engineering;2024-09
2. FuzzyShallow: A framework of deep shallow neural networks and modified tree growth optimization for agriculture land cover and fruit disease recognition from remote sensing and digital imaging;Measurement;2024-09
3. Interpretable Human Activity Recognition With Temporal Convolutional Networks and Model-Agnostic Explanations;IEEE Sensors Journal;2024-09-01
4. Transformer-based land use and land cover classification with explainability using satellite imagery;Scientific Reports;2024-07-20
5. Accurately mapping social functional zones of urban green spaces by integrating remote sensing images and crowd-sourced geospatial data;International Journal of Digital Earth;2024-07-11
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