Adding reliability to ELM forecasts by confidence intervals
Author:
Funder
Natural Science Foundation of PR China
Publisher
Elsevier BV
Subject
Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications
Reference24 articles.
1. G.-B. Huang, Q.-Y. Zhu, C.-K. Siew, Extreme learning machine: a new learning scheme of feedforward neural networks, in: 2004 Proceedings of IEEE International Joint Conference on Neural Networks, 2004, vol. 2, 25–29 July 2004, pp. 985–990, http://dx.doi.org/10.1109/IJCNN.2004.1380068.
2. Extreme learning machine for regression and multiclass classification;Huang;IEEE Trans. Syst. Man Cybern. Part B: Cybern.,2012
3. What are extreme learning machines? Filling the gap between Frank Rosenblatt's dream and John von Neumann's puzzle;Huang;Cognit. Comput.,2015
4. OP-ELM;Miche;IEEE Trans. Neural Netw.,2010
5. Y. Miche, M. van Heeswijk, P. Bas, O. Simula, A. Lendasse, TROP-ELM: a double-regularized ELM using LARS and Tikhonov regularization, in: Advances in Extreme Learning Machine: Theory and Applications Biological Inspired Systems, Computational and Ambient Intelligence Selected papers of the 10th International Work-Conference on Artificial Neural Networks (IWANN2009), vol. 74, no. 16, 2011, pp. 2413–2421, http://dx.doi.org/10.1016/j.neucom.2010.12.042.
Cited by 5 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. Predicting and Interpreting Students’ Grades in Distance Higher Education through a Semi-Regression Method;Applied Sciences;2020-11-26
2. A Comparative Analysis of Machine Learning Techniques for Muon Count in UHECR Extensive Air-Showers;Entropy;2020-10-26
3. Non-tuned data intelligent model for soil temperature estimation: A new approach;Geoderma;2018-11
4. Inlet Water Quality Forecasting of Wastewater Treatment Based on Kernel Principal Component Analysis and an Extreme Learning Machine;Water;2018-06-30
5. Ensemble of optimized echo state networks for remaining useful life prediction;Neurocomputing;2018-03
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