Adaptive multi-objective swarm fusion for imbalanced data classification

Author:

Li Jinyan,Fong Simon,Wong Raymond K.,Chu Victor W.

Funder

University of Macau

FDCT Macau

Publisher

Elsevier BV

Subject

Hardware and Architecture,Information Systems,Signal Processing,Software

Reference62 articles.

1. On strategies for imbalanced text classification using SVM: a comparative study;Sun;Decis. Support Syst.,2009

2. Integrated oversampling for imbalanced time series classification;Cao;IEEE Trans. Knowl. Data Eng.,2013

3. Toward scalable learning with non-uniform class and cost distributions: a case study in credit card fraud detection;Chan,1998

4. Machine learning for the detection of oil spills in satellite radar images;Kubat;Mach. Learn.,1998

5. Neural network schemes for detecting rare events in human genomic DNA;Choe;Bioinformatics,2000

Cited by 67 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 malware detection model based on imbalanced heterogeneous graph embeddings;Expert Systems with Applications;2024-07

2. A modified convolutional neural network with rectangular filters for frequency-hopping spread spectrum signals;Applied Soft Computing;2024-01

3. Enhanced SMOTE Strategy for Handling Imbalanced Data in Machine Learning Classification;2023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE);2023-11-01

4. Hybrid-ensemble-based interpretable TSK fuzzy classifier for imbalanced data;Information Fusion;2023-10

5. A hybrid convolutional neural network with fusion of handcrafted and deep features for FHSS signals classification;Expert Systems with Applications;2023-09

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