Evolutionary echo state network for long-term time series prediction: on the edge of chaos
Author:
Funder
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
http://link.springer.com/content/pdf/10.1007/s10489-019-01546-w.pdf
Reference59 articles.
1. Quan H, Srinivasan D, Khosravi A (2017) Short-term load and wind power forecasting using neural network-based prediction intervals. IEEE Trans Neural Netw Learn Syst 25(2):303–315
2. Qin M, Du Z, Du Z (2017) Red tide time series forecasting by combining arima and deep belief network. Knowl-Based Syst 125:39–52
3. Abaszade M, Effati S (2018) Stochastic support vector regression with probabilistic constraints. Appl Intell 48(1):243–256
4. Williams RJ, Zipser D (2014) A learning algorithm for continually running fully recurrent neural networks. Neural Comput 1(2):270–280
5. Siegelmann HT, Sontag ED (1995) On the computational power of neural nets. J Comput Syst Sci 50 (1):440–449
Cited by 12 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. Echo state network and classical statistical techniques for time series forecasting: A review;Knowledge-Based Systems;2024-06
2. Multi-state delayed echo state network with empirical wavelet transform for time series prediction;Applied Intelligence;2024-03
3. A hybrid machine learning framework for forecasting house price;Expert Systems with Applications;2023-12
4. Sequence prediction with different dimensions based on two novel deep echo state network models;Transactions of the Institute of Measurement and Control;2023-10-21
5. Decomposition-Based Multi-Step Forecasting Model for the Environmental Variables of Rabbit Houses;Animals;2023-02-03
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