Selection-based resampling ensemble algorithm for nonstationary imbalanced stream data learning. | |
Ren, Siqi; Zhu, Wen; Liao, Bo; Li, Zeng; Wang, Peng; Li, Keqin; Chen, Min; Li, Zejun | |
刊名 | Knowledge-Based Systems |
2019 | |
卷号 | Vol.163页码:705-722 |
关键词 | Class imbalance Concept drift Data stream classification Ensemble |
ISSN号 | 0950-7051 |
URL标识 | 查看原文 |
公开日期 | [db:dc_date_available] |
内容类型 | 期刊论文 |
URI标识 | http://www.corc.org.cn/handle/1471x/4613423 |
专题 | 湖南大学 |
作者单位 | 1.College of Information Science and Engineering, Hunan University, Changsha 410082, Hunan, China 2.School of Computer and Information Engineering, Zhejiang Gongshang University, Hangzhou 310016, Zhejiang, China 3.School of Mathematics and Statistics, Hainan Normal University, Haikou, China 4.School of Computer Science and Technology, University of Science and Technology of China, Hefei 230027, Anhui, China 5.Department of Computer Science, State University of New York, New Paltz, NY 12561, USA 6.College of Computer and Information Science, Hunan Institute of Technology, Hengyang 421000, China |
推荐引用方式 GB/T 7714 | Ren, Siqi,Zhu, Wen,Liao, Bo,et al. Selection-based resampling ensemble algorithm for nonstationary imbalanced stream data learning.[J]. Knowledge-Based Systems,2019,Vol.163:705-722. |
APA | Ren, Siqi.,Zhu, Wen.,Liao, Bo.,Li, Zeng.,Wang, Peng.,...&Li, Zejun.(2019).Selection-based resampling ensemble algorithm for nonstationary imbalanced stream data learning..Knowledge-Based Systems,Vol.163,705-722. |
MLA | Ren, Siqi,et al."Selection-based resampling ensemble algorithm for nonstationary imbalanced stream data learning.".Knowledge-Based Systems Vol.163(2019):705-722. |
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