A novel active multi-source transfer learning algorithm for time series forecasting
Author:
Funder
National Basic Research Program of China (973 Program)
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
https://link.springer.com/content/pdf/10.1007/s10489-020-01871-5.pdf
Reference53 articles.
1. Corberán-Vallet A, Bermúdez JD, Vercher E (2011) Forecasting correlated time series with exponential smoothing models. Int J Forecast 27(2):252–265
2. Cortez P, Rocha M, Neves J (2004) Evolving time series forecasting ARMA models. J Heuristics 10(4):415–429
3. Lee YS, Tong LI (2011) Forecasting time series using a methodology based on autoregressive integrated moving average and genetic programming. Knowl-Based Syst 24(1):66–72
4. Liang LZ, Shao F (2010) The study on short-time wind speed prediction based on time-series neural network algorithm Asia-Pacific Power Energy Eng Conf 2010
5. Mager J, Paasche U, Sick B (2009) "Forecasting financial time series with support vector machines based on dynamic kernels," 2008 IEEE Conference on Soft Computing in Industrial Applications, pp 252-257
Cited by 28 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. A multi-source window-dependent transfer learning approach for COVID-19 vaccination rate prediction;Engineering Applications of Artificial Intelligence;2024-10
2. Stock market forecasting using DRAGAN and feature matching;Expert Systems with Applications;2024-06
3. Leveraging transfer learning with deep learning for crime prediction;PLOS ONE;2024-04-17
4. Behavioral Analysis and Educational Management of College Students in Universities by Integrating Multi-source Data;Applied Mathematics and Nonlinear Sciences;2024-01-01
5. Ensemble Transfer Learning for Time Series Forecasting: A Comparative Sensitivity Analysis of Two Shallow Networks;2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS);2023-12-04
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