High-dimensional imbalanced biomedical data classification based on P-AdaBoost-PAUC algorithm-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

High-dimensional imbalanced biomedical data classification based on P-AdaBoost-PAUC algorithm

Published:2022-05-08 Issue:14 Volume:78 Page:16581-16604
ISSN:0920-8542
Container-title:The Journal of Supercomputing
language:en
Short-container-title:J Supercomput

Author:

Li Xiao,Li Kewen

Funder

The major project of National Natural Science Foundation of China

Natural Science Foundation of Shandong Province

Publisher

Springer Science and Business Media LLC

Subject

Hardware and Architecture,Information Systems,Theoretical Computer Science,Software

Link

https://link.springer.com/content/pdf/10.1007/s11227-022-04509-0.pdf

Reference31 articles.

1. Haixiang Guo, Yijing Li, Shang Jennifer et al (2017) Learning from class-imbalanced data: review of methods and applications. Expert Syst Appl 73:220–239

2. Lan F (2015) The discriminate analysis and dimension reduction methods of high dimension. Open J Soc Sci 03(3):7–13

3. Haro-García AD, Cerruela-García G, García-Pedrajas N (2020) Ensembles of feature selectors for dealing with class-imbalanced datasets: a proposal and comparative study-ScienceDirect. Inf Sci 540:89–116

4. Liu M, Xu C, Luo Y et al (2018) Cost-sensitive feature selection by optimizing F-measures. IEEE Trans Image Process 27(3):1323–1335

5. Yang K, Yu Z, Wen X et al (2019) Hybrid classifier ensemble for imbalanced data. IEEE Trans Neural Netw Learn Syst 99:1–14

Cited by 6 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. A hybrid feature weighting and selection-based strategy to classify the high-dimensional and imbalanced medical data;Neural Computing and Applications;2024-04-20

2. An optimized AdaBoost algorithm with atherosclerosis diagnostic applications: adaptive weight-adjustable boosting;The Journal of Supercomputing;2024-03-02

3. Class Imbalance of Bio-Medical Data by Using PCA-Near Miss for Classification;2023 5th International Conference on Inventive Research in Computing Applications (ICIRCA);2023-08-03

4. Alzheimer's Disease Early Diagnosis Based on Resting-State Dynamic Functional Connectivity;Proceedings of the 2023 12th International Conference on Software and Computer Applications;2023-02-23

5. Similar classes latent distribution modelling-based oversampling method for imbalanced image classification;The Journal of Supercomputing;2023-01-28

同舟云学术

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