On the joint-effect of class imbalance and overlap: a critical review
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Linguistics and Language,Language and Linguistics
Link
https://link.springer.com/content/pdf/10.1007/s10462-022-10150-3.pdf
Reference153 articles.
1. Abdi L, Hashemi S (2015) To combat multi-class imbalanced problems by means of over-sampling techniques. IEEE Trans Knowl Data Eng 28(1):238–251
2. Akbani R, Kwek S, Japkowicz N (2004) Applying support vector machines to imbalanced datasets. In: European conference on machine learning. Springer, pp 39–50
3. Alejo R, Valdovinos RM, García V, Pacheco-Sanchez JH (2013) A hybrid method to face class overlap and class imbalance on neural networks and multi-class scenarios. Pattern Recogn Lett 34(4):380–388
4. Anwar N, Jones G, Ganesh S (2014) Measurement of data complexity for classification problems with unbalanced data. Stat Anal Data Min ASA Data Sci J 7(3):194–211
5. Armano G, Tamponi E (2016) Experimenting multiresolution analysis for identifying regions of different classification complexity. Pattern Anal Appl 19(1):129–137
Cited by 54 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. Quality grading method for Pleurotus eryngii during postharvest storage based on hyperspectral imaging and multiple quality indicators;Food Control;2024-12
2. Nearest neighbors and density-based undersampling for imbalanced data classification with class overlap;Neurocomputing;2024-12
3. EMRIL: Ensemble Method based on ReInforcement Learning for binary classification in imbalanced drifting data streams;Neurocomputing;2024-11
4. Distance mapping overlap complexity metric for class-imbalance problems;Applied Soft Computing;2024-09
5. Customer churn prediction using a novel meta-classifier: an investigation on transaction, Telecommunication and customer churn datasets;Journal of Combinatorial Optimization;2024-08
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