A minority oversampling approach for fault detection with heterogeneous imbalanced data
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference36 articles.
1. Adel, H., Vu, N., & Schultz, T. (2013). Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling. Acl (2).
2. Alcalá-Fdez, J., Sánchez, L., García, S., del Jesus, M. J., Ventura, S., Garrell, J. M., … Herrera, F. (2009). KEEL: A software tool to assess evolutionary algorithms for data mining problems. Soft Computing. https://doi.org/10.1007/s00500-008-0323-y.
3. Deep abstraction and weighted feature selection for Wi-Fi impersonation detection;Aminanto;IEEE Transactions on Information Forensics and Security,2017
4. Bunkhumpornpat, C., Sinapiromsaran, K., & Lursinsap, C. (2009). Safe-level-SMOTE: Safe-level-synthetic minority over-sampling technique for handling the class imbalanced problem. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). https://doi.org/10.1007/978-3-642-01307-2_43.
5. Cao, Q., & Wang, S. (2011). Applying over-sampling technique based on data density and cost-sensitive SVM to imbalanced learning. Proceedings - 2011 4th International Conference on Information Management, Innovation Management and Industrial Engineering, ICIII 2011. https://doi.org/10.1109/ICIII.2011.276.
Cited by 17 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. M2GDL: Multi-manifold guided dictionary learning based oversampling and data validation for highly imbalanced classification problems;Information Sciences;2024-11
2. Fault Detection of Flow Control Valves Using Online LightGBM and STL Decomposition;Actuators;2024-06-13
3. WRND: A weighted oversampling framework with relative neighborhood density for imbalanced noisy classification;Expert Systems with Applications;2024-05
4. Noise-free sampling with majority framework for an imbalanced classification problem;Knowledge and Information Systems;2024-04-09
5. Latin Hypercube Sampling Approach to Improve K-Nearest Neighbors Performance on Imbalanced Data;2023 International Conference of Computer Science and Information Technology (ICOSNIKOM);2023-11-10
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