An automatic sampling ratio detection method based on genetic algorithm for imbalanced data classification

Automatic Sampling ◽

Ratio Detection

Proceedings of the 10th International Conference on Ubiquitous Information Management and Communication - IMCOM '16 ◽

A New Under-Sampling Method Using Genetic Algorithm for Imbalanced Data Classification

10.1145/2857546.2857643 ◽

2016 ◽

Cited By ~ 9

Author(s):

Jihyun Ha ◽

Jong-Seok Lee

Keyword(s):

Genetic Algorithm ◽

Sampling Method ◽

Imbalanced Data ◽

Data Classification ◽

Under Sampling

Heterogeneous Ensemble Combination Search Using Genetic Algorithm for Class Imbalanced Data Classification

PLoS ONE ◽

10.1371/journal.pone.0146116 ◽

2016 ◽

Vol 11 (1) ◽

pp. e0146116 ◽

Cited By ~ 25

Author(s):

Mohammad Nazmul Haque ◽

Nasimul Noman ◽

Regina Berretta ◽

Pablo Moscato

Keyword(s):

Genetic Algorithm ◽

Imbalanced Data ◽

Data Classification ◽

Heterogeneous Ensemble

Improvement the Imbalanced Data Classification with Restarting Genetic Algorithm for Support Vector Machine Algorithm

International Journal of Future Computer and Communication ◽

10.18178/ijfcc.2019.8.2.541 ◽

2019 ◽

Vol 8 (2) ◽

pp. 63-67

Author(s):

Keerachart Suksut ◽

◽

Nuntawut Kaoungku ◽

Kittisak Kerdprasop ◽

Nittaya Kerdprasop ◽

...

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Imbalanced Data ◽

Data Classification ◽

Support Vector ◽

Support Vector Machine Algorithm ◽

A novel imbalanced data classification approach for suicidal ideation detection on social media

Computing ◽

10.1007/s00607-021-00984-0 ◽

2021 ◽

Author(s):

Mohamed Ali Ben Hassine ◽

Safa Abdellatif ◽

Sadok Ben Yahia

Keyword(s):

Social Media ◽

Suicidal Ideation ◽

Imbalanced Data ◽

Data Classification ◽

Classification Approach ◽

Radial-Based Undersampling for imbalanced data classification

Pattern Recognition ◽

10.1016/j.patcog.2020.107262 ◽

2020 ◽

Vol 102 ◽

pp. 107262 ◽

Cited By ~ 7

Author(s):

Michał Koziarski

Keyword(s):

Imbalanced Data ◽

Data Classification ◽

Research of Medical High-Dimensional Imbalanced Data Classification Ensemble Feature Selection Algorithm with Random Forest

2017 International Conference on Smart Grid and Electrical Automation (ICSGEA) ◽

10.1109/icsgea.2017.158 ◽

2017 ◽

Cited By ~ 2

Author(s):

Min Zhu ◽

Bo Su ◽

Gangmin Ning

Keyword(s):

Feature Selection ◽

Random Forest ◽

Imbalanced Data ◽

Data Classification ◽

High Dimensional ◽

Selection Algorithm ◽

Feature Selection Algorithm ◽

Data reduction and stacking for imbalanced data classification

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-179335 ◽

2019 ◽

Vol 37 (6) ◽

pp. 7239-7249

Author(s):

Ireneusz Czarnowski ◽

Piotr Jędrzejowicz

Keyword(s):

Data Reduction ◽

Imbalanced Data ◽

Data Classification ◽

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

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

10.1109/skima47702.2019.8982391 ◽

2019 ◽

Cited By ~ 1

Author(s):

Md. Yasir Arafat ◽

Sabera Hoque ◽

Shuxiang Xu ◽

Dewan Md. Farid

Keyword(s):

Sampling Method ◽

Imbalanced Data ◽

Data Classification ◽

Support Vectors ◽

Under Sampling

Imbalanced data classification using complementary fuzzy support vector machine techniques and SMOTE

2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc.2017.8122737 ◽

2017 ◽

Cited By ~ 5

Author(s):

Ratchakoon Pruengkarn ◽

Kok Wai Wong ◽

Chun Che Fung

Keyword(s):

Support Vector Machine ◽

Imbalanced Data ◽

Data Classification ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

Imbalanced data classification algorithm based on boosting and cascade model

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/icsmc.2012.6378183 ◽

2012 ◽

Author(s):

Xiaolong Zhang ◽

Chao Cheng

Keyword(s):

Imbalanced Data ◽

Data Classification ◽

Classification Algorithm ◽

Cascade Model ◽