Instance importance based SVM for solving imbalanced data classification

被引：0
作者：
Yang, Yang [1 ]
Li, Shan-Ping [1 ]
机构：
[1] College of Computer Science and Technology, Zhejiang University, Hangzhou 310027, China
来源：
Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence | 2009年 / 22卷 / 06期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：913 / 918
相关论文
共 50 条
[41]   A multi-manifold learning based instance weighting and under-sampling for imbalanced data classification problems [J].
Tayyebe Feizi ;
Mohammad Hossein Moattar ;
Hamid Tabatabaee .
Journal of Big Data, 10
[42]   Customized Instance Random Undersampling to Increase Knowledge Management for Multiclass Imbalanced Data Classification [J].
Tusell-Rey, Claudia C. ;
Camacho-Nieto, Oscar ;
Yanez-Marquez, Cornelio ;
Villuendas-Rey, Yenny .
SUSTAINABILITY, 2022, 14 (21)
[43]   A novel instance density-based hybrid resampling for imbalanced classification problems [J].
Park, You-Jin ;
Ma, Chung-Kang .
Soft Computing, 2025, 29 (04) :2031-2045
[44]   SVM-Based Multiple Instance Classification via DC Optimization [J].
Astorino, Annabella ;
Fuduli, Antonio ;
Giallombardo, Giovanni ;
Miglionico, Giovanna .
ALGORITHMS, 2019, 12 (12)
[45]   Instance categorization by support vector machines to adjust weights in AdaBoost for imbalanced data classification [J].
Lee, Wonji ;
Jun, Chi-Hyuck ;
Lee, Jong-Seok .
INFORMATION SCIENCES, 2017, 381 :92-103
[46]   Adaptive FH-SVM for Imbalanced Classification [J].
Wang, Qi ;
Tian, Yingjie ;
Liu, Dalian .
IEEE ACCESS, 2019, 7 :130410-130422
[47]   Ant-Based Feature and Instance Selection for Multiclass Imbalanced Data [J].
Villuendas-Rey, Yenny ;
Yanez-Marquez, Cornelio ;
Camacho-Nieto, Oscar .
IEEE ACCESS, 2024, 12 :133952-133968
[48]   UFIDSF: An undersampling approach based on feature importance and double side filter for imbalanced data classification [J].
Zheng, Ming ;
Wang, Fei ;
Hu, Xiaowen ;
Hu, Liangchen ;
Yu, Qingying ;
Zheng, Xiaoyao .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2025, 167
[49]   Imbalanced Data Classification Based on Hybrid Methods [J].
Zhang, Nai-Nan ;
Ye, Shao-Zhen ;
Chien, Ting-Ying .
PROCEEDINGS OF THE 2018 2ND INTERNATIONAL CONFERENCE ON BIG DATA RESEARCH (ICBDR 2018), 2018, :16-20
[50]   Imbalanced Data Classification Method Based on LSSASMOTE [J].
Wang, Zhi ;
Liu, Qicheng .
IEEE ACCESS, 2023, 11 :32252-32260
12345