A two-stage architecture for stock price forecasting by integrating self-organizing map and support vector regression

Author:

Hsu Sheng-Hsun,Hsieh JJ Po-An,Chih Ting-Chih,Hsu Kuei-Chu

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference18 articles.

1. A tutorial on support vector machines for pattern recognition;Burges;Data Mining and Knowledge Discovery,1998

2. Dynamic support vector machines for non-stationary time series forecasting;Cao;Intelligent Data Analysis,2002

3. An introduction to support vector machines and other kernel-based learning methods;Cristianini,2000

4. Uncovering hierarchical structure in data using the growing hierarchical self-organizing map;Dittenbach;Neurocomputing,2002

5. Growing grid – A self-organizing network with constant neighborhood range and adaptation strength;Fritzke;Neural Processing Letters,1995

Cited by 86 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. Innovation in the dairy industry: forecasting cow cheese production with machine learning and deep learning models;International Journal of Agriculture Environment and Food Sciences;2024-06-27

2. Comparing machine learning algorithms for predicting and digitally mapping surface soil available phosphorous: a case study from southwestern Iran;Precision Agriculture;2023-12-27

3. A factor pricing model based on machine learning algorithm;International Review of Economics & Finance;2023-11

4. Price Prediction of HS 300 Consumer Index Based on PSO-SVM and Futures Market Information;2023 4th International Conference on Machine Learning and Computer Application;2023-10-27

5. Exploring growth mindset experiences in university students;International Journal of Mathematical Education in Science and Technology;2023-10-04

同舟云学术

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