Heterogeneous Ensemble for Feature Drifts in Data Streams

Author:

Nguyen Hai-Long,Woon Yew-Kwong,Ng Wee-Keong,Wan Li

Publisher

Springer Berlin Heidelberg

Reference23 articles.

1. Bifet, A., Holmes, G., Kirkby, R.: Moa: Massive online analysis. The Journal of Machine Learning Research 11, 1601–1604 (2010)

2. Bifet, A., Holmes, G., Pfahringer, B., Kirkby, R., Gavald, R.: New ensemble methods for evolving data streams. In: 15th ACM SIGKDD, pp. 139–148. ACM (2009)

3. Breiman, L.: Bagging predictors. The Journal of Machine Learning Research 24(2), 123–140 (1996)

4. Breiman, L.: Random forests. The Journal of Machine Learning Research 45(1), 5–32 (2001)

5. Domingos, P., Hulten, G.: Mining high-speed data streams. In: The Sixth ACM SIGKDD, pp. 71–80. ACM (2000)

Cited by 55 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. Feature subset selection in data-stream environments using asymmetric hidden Markov models and novelty detection;Neurocomputing;2023-10

2. Feature subset selection for data and feature streams: a review;Artificial Intelligence Review;2023-07-13

3. Mass-Based Short Term Selection of Classifiers in Data Streams;2023 International Joint Conference on Neural Networks (IJCNN);2023-06-18

4. Feature Drift Detection using Overlapping Window and Mann-Whitney U Test;2023 4th International Conference on Innovative Trends in Information Technology (ICITIIT);2023-02-11

5. Multi-Granularity Detector for Vulnerability Fixes;IEEE Transactions on Software Engineering;2023

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