Comparable Study of Statistical Tests for Virtual Concept Drift Detection
Author:
Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-00969-8_32
Reference21 articles.
1. Newman, D.J., Asuncion, A.: UCI machine learning repository (2007)
2. Babcock, B., Babu, S., Datar, M., Motwani, R., Widom, J.: Models and issues in data stream systems. In: Proceedings of the Twenty-First ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, PODS 2002, pp. 1–16. ACM, New York (2002)
3. Corder, G.W., Foreman, D.I.: Nonparametric Statistics for Non-Statisticians: A Step-by-Step Approach, 1st edn. Wiley (May 2009)
4. Dries, A., Rückert, U.: Adaptive concept drift detection. Stat. Anal. Data Min. 2(5-6), 311–327 (2009)
5. Fasano, G., Franceschini, A.: A multidimensional version of the Kolmogorov-Smirnov test. Monthy Notices of the Royal Astronomical Society 225, 155–170 (1987)
Cited by 20 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 comprehensive analysis of concept drift locality in data streams;Knowledge-Based Systems;2024-04
2. Intensive Class Imbalance Learning in Drifting Data Streams;IEEE Transactions on Emerging Topics in Computational Intelligence;2024
3. DRIFTNET-EnVACK: Adaptive Drift Detection in Cloud Data Streams With Ensemble Variational Auto-Encoder Featuring Contextual Network;IEEE Access;2024
4. Online Detection and Adaptation of Concept Drift in Streaming Data Classification;Procedia Computer Science;2024
5. Fast Concept Drift Detection Exploiting Product Quantization;Lecture Notes in Computer Science;2024
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