登录 注册 会员服务 联系我们

Nonstationary time series transformation methods: An experimental review

  • Published:2019-01 Issue: Volume:164 Page:274-291
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

Salles Rebecca,Belloze Kele,Porto Fabio,Gonzalez Pedro H.,Ogasawara Eduardo

Funder

CNPq, Brazil

CAPES, Brazil

FAPERJ, Brazil

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference109 articles.

1. Data Preparation for Data Mining;Pyle,1999

2. Data Mining: Concepts and Techniques;Han,2011

3. Adaptive Normalization: A novel data normalization approach for non-stationary time series;Ogasawara,2010

4. Time-series data mining;Esling;ACM Comput. Surv.,2012

5. Time series classification and its applications;Buza,2018

Cited by 65 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. Predictive analysis of stochastic stock pattern utilizing fractional order dynamics and heteroscedastic with a radial neural network framework;Engineering Applications of Artificial Intelligence;2024-09

2. A Novel FIG-LSTM Ensemble Machine Learning Technique for Currency Exchange Rate Forecasting;2024 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE);2024-08-06

3. Time-Series Anomaly Detection in Automated Vehicles Using D-CNN-LSTM Autoencoder;IEEE Transactions on Intelligent Transportation Systems;2024-08

4. Short-Term Forecasting of Non-Stationary Time Series;ITISE 2024;2024-07-10

5. Optimization of the Use of Cloud Computing Resources Using Exploratory Data Analysis and Machine Learning;Journal of Artificial Intelligence and Soft Computing Research;2024-07-01
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