Comparison of neural networks and k-nearest neighbors methods in forest stand variable estimation using airborne laser data
Author:
Publisher
Elsevier BV
Reference48 articles.
1. An introduction to kernel and nearest-neighbor nonparametric regression;Altman;Am. Statistician,1992
2. The use of three-dimensional convolutional neural networks to interpret LiDAR for forest inventory;Ayrey;Rem. Sens.,2018
3. Effects of sample size and network depth on a deep learning approach to species distribution modeling;Benkendorf;Ecol. Inf.,2020
4. Pre-processing and post-processing;Bishop,1996
5. Comparing methods of measurement: why plotting difference against standard method is misleading;Bland;Lancet (London, England),1995
Cited by 9 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. Two-stage stock portfolio optimization based on AI-powered price prediction and mean-CVaR models;Expert Systems with Applications;2024-12
2. CNN-based transfer learning for forest aboveground biomass prediction from ALS point cloud tomography;European Journal of Remote Sensing;2024-09-08
3. Deep learning in structural bioinformatics: current applications and future perspectives;Briefings in Bioinformatics;2024-03-27
4. Long-term hourly air quality data bridging of neighboring sites using automated machine learning: A case study in the Greater Bay area of China;Atmospheric Environment;2024-03
5. Comparing Time Series Nearest Neighbors and Artificial Neural Networks for Hyper Spectral Image Analysis;2024 International Conference on Optimization Computing and Wireless Communication (ICOCWC);2024-01-29
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