Prediction research of financial time series based on deep learning
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
http://link.springer.com/content/pdf/10.1007/s00500-020-04788-w.pdf
Reference27 articles.
1. Adhikari R, Agrawal RK (2014) A combination of artificial Neural networks and random walk models for financial time series prediction. Neural Comput Appl 24(6):1441–1449
2. Blasques F, Koopman SJ, Lucas A et al (2016) Spillover dynamics for systemic risk measurement using spatial financial time series models. J Econom 195(2):211–223
3. Cao J, Wang J (2019) Stock price prediction model based on modified convolution neural network and financial time series analysis. Int J Commun Syst 20:e3987
4. Chavez-Demoulin V, Embrechts P, Sardy S (2014) Extreme-quantile tracking for financial time series. J Econom 181(1):44–52
5. Cherstvy AG, Vinod D, Aghion E et al (2017) Time averaging, ageing and delay analysis of financial time series. New J Phys 19(6):063045
Cited by 20 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. Use of neural networks for investment analysis problems;Galician economic journal;2024
2. Optimized backpropagation neural network for risk prediction in corporate financial management;Scientific Reports;2023-11-07
3. RNN-AFOX: adaptive FOX-inspired-based technique for automated tuning of recurrent neural network hyper-parameters;Artificial Intelligence Review;2023-08-09
4. Portfolio dynamic trading strategies using deep reinforcement learning;Soft Computing;2023-07-30
5. A two-stage model for stock price prediction based on variational mode decomposition and ensemble machine learning method;Soft Computing;2023-06-11
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