Concept-evolution detection in non-stationary data streams: a fuzzy clustering approach
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Hardware and Architecture,Human-Computer Interaction,Information Systems,Software
Link
http://link.springer.com/content/pdf/10.1007/s10115-018-1266-y.pdf
Reference32 articles.
1. Hosseini MJ, Gholipour A, Beigy H (2016) An ensemble of cluster-based classifiers for semi-supervised classification of non-stationary data streams. Knowl Inf Syst 46(3):567–597
2. Dehghan M, Beigy H, ZareMoodi P (2016) A novel concept drift detection method in data streams using ensemble classifiers. Intell Data Anal 20(6):1329–1350
3. Hosseini MJ, Gholipour A, Beigy H (2016) An ensemble of cluster-based classifiers for semi-supervised classification of non-stationary data streams. Knowl Inf Syst 46(3):567–597
4. Faria ER, Gonçalves IJCR, de Carvalho ACPLF, Gama J (2016) Novelty detection in data streams. Artif Intell Rev 45(2):235–269. https://doi.org/10.1007/s10462-015-9444-8
5. Abdallah ZS, Gaber MM, Srinivasan B, Krishnaswamy S (2016) Anynovel: detection of novel concepts in evolving data streams. Evol Syst 7(2):73–93
Cited by 18 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. Synchronization-based semi-supervised data streams classification with label evolution and extreme verification delay;Information Sciences;2024-09
2. Outlier Detection in Streaming Data for Telecommunications and Industrial Applications: A Survey;Electronics;2024-08-22
3. A Systematic Literature Review of Novelty Detection in Data Streams: Challenges and Opportunities;ACM Computing Surveys;2024-05-14
4. Dynamic Data Scaling Techniques for Streaming Machine Learning;International Journal for Global Academic & Scientific Research;2024-04-04
5. Online concept evolution detection based on active learning;Data Mining and Knowledge Discovery;2024-03-15
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