A two-stage causality method for time series prediction based on feature selection and momentary conditional independence
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Statistical and Nonlinear Physics,Statistics and Probability
Reference38 articles.
1. Multifractal characterization of air polluted time series in China;Wang;Phys. A,2019
2. Inferring causation from time series in earth system sciences;Jakob;Nature Commun.,2019
3. A short-term traffic forecasting model based on echo state network optimized by improved fruit fly optimization algorithm;Zhang;Neurocomputing,2020
4. Novel multi-step short-term wind power prediction framework based on chaotic time series analysis and singular spectrum analysis;Safari;IEEE Trans. Power Syst.,2018
5. Detecting causality in complex ecosystems;Sugihara;Science,2012
Cited by 6 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. Continuous imputation of missing values in time series via Wasserstein generative adversarial imputation networks and variational auto-encoders model;Physica A: Statistical Mechanics and its Applications;2024-08
2. Sampling approaches to reduce very frequent seasonal time series;Expert Systems;2024-07-25
3. Detecting dynamical causality via intervened reservoir computing;Communications Physics;2024-07-12
4. Time Series Forecasting Fusion Network Model Based on Prophet and營mproved LSTM;Computers, Materials & Continua;2023
5. Studying the Impact of Sampling in Highly Frequent Time Series;Progress in Artificial Intelligence;2023
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