Several SVM Ensemble Methods Integrated with Under-Sampling for Imbalanced Data Learning

Advanced Data Mining and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-642-03348-3_54 ◽

2009 ◽

pp. 536-544 ◽

Author(s):

ZhiYong Lin ◽

ZhiFeng Hao ◽

XiaoWei Yang ◽

XiaoLan Liu

Keyword(s):

Imbalanced Data ◽

Ensemble Methods ◽

Under Sampling ◽

Imbalanced Data Learning

Download Full-text

A Selective Under-Sampling based Bagging SVM for Imbalanced Data Learning in Biomedical Event Trigger Recognition

Proceedings of the 2nd International Conference on Biomedical Engineering and Bioinformatics - ICBEB 2018 ◽

10.1145/3278198.3278221 ◽

2018 ◽

Author(s):

Yifei Chen

Keyword(s):

Imbalanced Data ◽

Event Trigger ◽

Under Sampling ◽

Imbalanced Data Learning

Download Full-text

An Under-Sampling Method with Support Vectors in Multi-class Imbalanced Data Classification

2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) ◽

10.1109/skima47702.2019.8982391 ◽

2019 ◽

Author(s):

Md. Yasir Arafat ◽

Sabera Hoque ◽

Shuxiang Xu ◽

Dewan Md. Farid

Keyword(s):

Sampling Method ◽

Imbalanced Data ◽

Data Classification ◽

Support Vectors ◽

Imbalanced Data Classification ◽

Download Full-text

An imbalanced data learning method for tool breakage detection based on generative adversarial networks

Journal of Intelligent Manufacturing ◽

10.1007/s10845-021-01806-y ◽

2021 ◽

Author(s):

Shixu Sun ◽

Xiaofeng Hu ◽

Yingchao Liu

Keyword(s):

Imbalanced Data ◽

Generative Adversarial Networks ◽

Learning Method ◽

Tool Breakage ◽

Adversarial Networks ◽

Imbalanced Data Learning

Download Full-text

A Demand-Driven SAR Target Sample Generation Method for Imbalanced Data Learning

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3134674 ◽

2021 ◽

pp. 1-1

Author(s):

Changjie Cao ◽

Zongyong Cui ◽

Liying Wang ◽

Jielei Wang ◽

Zongjie Cao ◽

...

Keyword(s):

Imbalanced Data ◽

Target Sample ◽

Imbalanced Data Learning

Download Full-text

Data Mining Techniques in Direct Marketing on Imbalanced Data using Tomek Link Combined with Random Under-sampling

10.1145/3471287.3471299 ◽

2021 ◽

Author(s):

Ümit Yılmaz ◽

Cengiz Gezer ◽

Zafer Aydın ◽

V. Çağrı Güngör

Keyword(s):

Data Mining ◽

Direct Marketing ◽

Imbalanced Data ◽

Data Mining Techniques ◽

Download Full-text

A Cluster-Based Under-Sampling Algorithm for Class-Imbalanced Data

Lecture Notes in Computer Science - Hybrid Artificial Intelligent Systems ◽

10.1007/978-3-030-61705-9_25 ◽

2020 ◽

pp. 299-311

Author(s):

A. Guzmán-Ponce ◽

R. M. Valdovinos ◽

J. S. Sánchez

Keyword(s):

Imbalanced Data ◽

Sampling Algorithm ◽

Download Full-text

SBoost: A New Imbalanced Data Learning Algorithm

Journal of Convergence Information Technology ◽

10.4156/jcit.vol7.issue1.29 ◽

2012 ◽

Vol 7 (1) ◽

pp. 238-244

Author(s):

Yuanfang Dong ◽

Xiongfei Li ◽

Haiying Zhao

Keyword(s):

Learning Algorithm ◽

Imbalanced Data ◽

Imbalanced Data Learning

Download Full-text

Ensemble methods for strongly imbalanced data: bankruptcy prediction

2019 IEEE 17th International Symposium on Intelligent Systems and Informatics (SISY) ◽

10.1109/sisy47553.2019.9111557 ◽

2019 ◽

Author(s):

Peter Gnip ◽

Peter Drotar

Keyword(s):

Imbalanced Data ◽

Ensemble Methods ◽

Bankruptcy Prediction

Download Full-text

An under-sampling technique for imbalanced data classification based on DBSCAN algorithm

2020 8th Iranian Joint Congress on Fuzzy and intelligent Systems (CFIS) ◽

10.1109/cfis49607.2020.9238718 ◽

2020 ◽

Author(s):

Behzad Mirzaei ◽

Bahareh Nikpour ◽

Hossein Nezamabadi-Pour

Keyword(s):

Imbalanced Data ◽

Data Classification ◽

Sampling Technique ◽

Dbscan Algorithm ◽

Imbalanced Data Classification ◽

Download Full-text

Ensemble based adaptive over-sampling method for imbalanced data learning in computer aided detection of microaneurysm

Computerized Medical Imaging and Graphics ◽

10.1016/j.compmedimag.2016.07.011 ◽

2017 ◽

Vol 55 ◽

pp. 54-67 ◽

Author(s):

Fulong Ren ◽

Peng Cao ◽

Wei Li ◽

Dazhe Zhao ◽

Osmar Zaiane

Keyword(s):

Sampling Method ◽

Imbalanced Data ◽

Computer Aided Detection ◽

Computer Aided ◽

Imbalanced Data Learning

Download Full-text