Dealing with Data Difficulty Factors While Learning from Imbalanced Data
Author:
Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-18781-5_17
Reference76 articles.
1. Anyfantis D, Karagiannopoulos M, Kotsiantis S, Pintelas P (2007) Robustness of learning techniques in handling class noise in imbalanced datasets. In: Proceedings of the IFIP conference on artificial intelligence applications and innovations, pp 21–28
2. Batista G, Prati R, Monard M (2004) A study of the behavior of several methods for balancing machine learning training data. ACM SIGKDD Explor Newsl 6(1):20–29
3. Batista G, Prati R, Monard M (2005) Balancing strategies and class overlapping. In: Proceedings of the IDA 2005, LNCS vol 3646, pp 24–35, Springer
4. Bishop Ch (2006) Pattern recognition and machine learning. Information science and statistics. Springer, New York
5. Błaszczyński J, Stefanowski J (2015) Neighbourhood sampling in bagging for imbalanced data. Neurocomputing 150(Part B):529–542
Cited by 91 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. Entropy‐based hybrid sampling (EHS) method to handle class overlap in highly imbalanced dataset;Expert Systems;2024-07-30
2. A membership-based resampling and cleaning algorithm for multi-class imbalanced overlapping data;Expert Systems with Applications;2024-04
3. Class overlap handling methods in imbalanced domain: A comprehensive survey;Multimedia Tools and Applications;2024-01-11
4. An Adaptive Safe-Region Diversity Oversampling Algorithm for Imbalanced Classification;IEEE Access;2024
5. Neural Moderation of ASMR Erotica Content in Social Networks;IEEE Transactions on Knowledge and Data Engineering;2024-01
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