发布求助
文献互助 智能选刊 最新文献

Services Proceedings of the 2016 S2最新文献

筛选
英文 中文
Motifs discovery for streaming time series 流时间序列的主题发现
Services Proceedings of the 2016 S2 Pub Date : 2016-11-14 DOI: 10.29268/ICIOT.2016.0017
Qi Zhang, Yang Gao, Jiecai Zheng, Lin Chen, Xueqing Li
{"title":"Motifs discovery for streaming time series","authors":"Qi Zhang, Yang Gao, Jiecai Zheng, Lin Chen, Xueqing Li","doi":"10.29268/ICIOT.2016.0017","DOIUrl":"https://doi.org/10.29268/ICIOT.2016.0017","url":null,"abstract":"The motif discovery approach is used to measure the correlation of the pair of consecutiveness in time series, which also aims to find all subsequences which are similar to the given one. However, alongwith the arrival of Industry 4.0 era, massive numbers of detectinginstruments in various fields are continuously producinga plenty number of time series streamingdata, the high dimensionality and continuousness of streamingtime series give rise to the potential threat for searchingeffectiveness. For thesereasons, wecomeupwithanovel motifs discovery approachfor streaming timeseries basedonpiecewiselinear representationwithturningpoints andskylineindex. As theexperimental results suggest, our approach is moreeffectivethan someother traditional methods.","PeriodicalId":424129,"journal":{"name":"Services Proceedings of the 2016 S2","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126101977","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信