Data Change Exploration Using Time Series Clustering

Author:

Bornemann LeonORCID,Bleifuß Tobias,Kalashnikov Dmitri,Naumann Felix,Srivastava Divesh

Publisher

Springer Science and Business Media LLC

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference27 articles.

1. Aghabozorgi S, Shirkhorshidi AS, Wah TY (2015) Time-series clustering–a decade review. Inf Syst 53:16–38

2. Alfonseca E, Garrido G, Delort J, Peñas A (2013) WHAD: Wikipedia historical attributes data – historical structured data extraction and vandalism detection from the Wikipedia edit history. Lang Resour Eval 47(4):1163–1190

3. Bleifuss T, Johnson T, Kalashnikov DV, Naumann F, Shkapenyuk V, Srivastava D (2017) Enabling change exploration (vision). Fourth International Workshop on Exploratory Search in Databases and the Web (ExploreDB), pp 1–3

4. Cetintemel U, Cherniack M, DeBrabant J, Diao Y, Dimitriadou K, Kalinin A, Papaemmanouil O, Zdonik SB (2013) Query steering for interactive data exploration. Conference on Innovative Data Systems Research (CIDR).

5. Dasu T, Johnson T, Marathe A (2006) Database exploration using database dynamics. IEEE Data Eng Bull 29(2):43–59

Cited by 4 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. Exploring Dynamic Clustering for Network Time Series Analysis;2024 2nd International Conference on Artificial Intelligence and Machine Learning Applications Theme: Healthcare and Internet of Things (AIMLA);2024-03-15

2. Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V;Proceedings of the VLDB Endowment;2023-02

3. Clustering of Time-Series Data;Data Mining - Methods, Applications and Systems;2021-01-20

4. C2BID: Cluster Change-Based Intrusion Detection;2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom);2020-12

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