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基于ADASYN-SFS-RF的欺诈检测模型泛化性能提升及可解释性研究

Wang Wanmin

Zhi Luping

fraud detection

random forest

ADASYN

LIME

feature selection

No. 12, 2022 : 3605-3613 doi:10.19734/j.issn.1001-3695.2022.05.0237

基于自适应动量优化算法的正则化极限学习机

Wang Can

Xia Yuanqing

Zou Weidong

machine learning

extreme learning machine

gradient descent

model optimization

data classification

generalization performance

robustness

No. 6, 2021 : 1724-1727,1764 doi:10.19734/j.issn.1001-3695.2020.08.0186

一种面向多类不平衡协议流量的改进AdaBoost.M2算法

Zhang Renbin

Zhang Jie

Wu Pei

traffic classification

ensemble algorithm

multiclass imbalance

generalization performance

No. 6, 2019 : 1863-1867 doi:10.19734/j.issn.1001-3695.2018.01.0010