EUSC: A clustering-based surrogate model to accelerate evolutionary undersampling in imbalanced classification
Author:
Funder
University of Nottingham, United Kingdom
Publisher
Elsevier BV
Subject
Software
Reference72 articles.
1. Imbalanced protein data classification using ensemble FTM-SVM;Dai;IEEE Trans. Nanobiosci.,2015
2. An empirical comparison of techniques for the class imbalance problem in churn prediction;Zhu;Inform. Sci.,2017
3. Machine learning based mobile malware detection using highly imbalanced network traffic;Chen;Inform. Sci.,2018
4. Learning from imbalanced data;He;IEEE Trans. Knowl. Data Eng.,2008
5. An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics;López;Inform. Sci.,2013
Cited by 23 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. Class Imbalance Problem: A Wrapper-Based Approach using Under-Sampling with Ensemble Learning;Information Systems Frontiers;2024-08-29
2. Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data;Cognitive Computation;2024-05-31
3. A hybrid sampling method for highly imbalanced and overlapped data classification with complex distribution;Information Sciences;2024-03
4. A new technique for classification method with imbalanced training data;International Journal of Information Technology;2024-02-24
5. Alleviating Class Imbalance Issue in Software Fault Prediction Using DBSCAN-Based Induced Graph Under-Sampling Method;Arabian Journal for Science and Engineering;2024-02-17
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