A Survey on Solution of Imbalanced Data Classification Problem Using SMOTE and Extreme Learning Machine

Communication and Intelligent Systems - Lecture Notes in Networks and Systems ◽

10.1007/978-981-16-1089-9_4 ◽

2021 ◽

pp. 31-44

Author(s):

Ankur Goyal ◽

Likhita Rathore ◽

Sandeep Kumar

Keyword(s):

Extreme Learning Machine ◽

Imbalanced Data ◽

Data Classification ◽

Classification Problem ◽

Imbalanced Data Classification ◽

Learning Machine

Download Full-text

Ensemble weighted extreme learning machine for imbalanced data classification based on differential evolution

Neural Computing and Applications ◽

10.1007/s00521-016-2342-4 ◽

2016 ◽

Vol 28 (S1) ◽

pp. 259-267 ◽

Author(s):

Yong Zhang ◽

Bo Liu ◽

Jing Cai ◽

Suhua Zhang

Keyword(s):

Differential Evolution ◽

Extreme Learning Machine ◽

Imbalanced Data ◽

Data Classification ◽

Weighted Extreme Learning Machine ◽

Imbalanced Data Classification ◽

Learning Machine

Download Full-text

An improved weighted extreme learning machine for imbalanced data classification

Memetic Computing ◽

10.1007/s12293-017-0236-3 ◽

2017 ◽

Vol 11 (1) ◽

pp. 27-34 ◽

Author(s):

Chengbo Lu ◽

Haifeng Ke ◽

Gaoyan Zhang ◽

Ying Mei ◽

Huihui Xu

Keyword(s):

Extreme Learning Machine ◽

Imbalanced Data ◽

Data Classification ◽

Weighted Extreme Learning Machine ◽

Imbalanced Data Classification ◽

Learning Machine

Download Full-text

Imbalanced Data Classification Based on Extreme Learning Machine Autoencoder

2018 International Conference on Machine Learning and Cybernetics (ICMLC) ◽

10.1109/icmlc.2018.8526934 ◽

2018 ◽

Author(s):

Chu Shen ◽

Su-Fang Zhang ◽

Jun-Hai Zhai ◽

Ding-Sheng Luo ◽

Jun-Fen Chen

Keyword(s):

Extreme Learning Machine ◽

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification ◽

Learning Machine

Download Full-text

An Improved Extreme Learning Machine for Imbalanced Data Classification

IEEE Access ◽

10.1109/access.2022.3142724 ◽

2022 ◽

pp. 1-1

Author(s):

Xiaopeng Zhang ◽

Liangxi Qin

Keyword(s):

Extreme Learning Machine ◽

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification ◽

Learning Machine

Download Full-text

An Imbalanced Data Classification Method Based on Multi-Kernel Extreme Learning Machine Fusion

2020 IEEE 3rd International Conference of Safe Production and Informatization (IICSPI) ◽

10.1109/iicspi51290.2020.9332366 ◽

2020 ◽

Author(s):

Ruifeng Li ◽

Yanli Sun ◽

Hongchun Wang

Keyword(s):

Extreme Learning Machine ◽

Imbalanced Data ◽

Data Classification ◽

Classification Method ◽

Imbalanced Data Classification ◽

Kernel Extreme Learning Machine ◽

Learning Machine

Download Full-text

Composite reduced-kernel weighted extreme learning machine for imbalanced data classification

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/569/5/052108 ◽

2019 ◽

Vol 569 ◽

pp. 052108

Author(s):

Dafei Wang ◽

Wujie Xie ◽

Wenhan Dong

Keyword(s):

Extreme Learning Machine ◽

Imbalanced Data ◽

Data Classification ◽

Weighted Extreme Learning Machine ◽

Imbalanced Data Classification ◽

Learning Machine

Download Full-text

Integrating cluster analysis with granular computing for imbalanced data classification problem – A case study on prostate cancer prognosis

Computers & Industrial Engineering ◽

10.1016/j.cie.2018.08.031 ◽

2018 ◽

Vol 125 ◽

pp. 319-332 ◽

Author(s):

R.J. Kuo ◽

P.Y. Su ◽

Ferani E. Zulvia ◽

C.C. Lin

Keyword(s):

Prostate Cancer ◽

Cluster Analysis ◽

Granular Computing ◽

Imbalanced Data ◽

Data Classification ◽

Classification Problem ◽

Cancer Prognosis ◽

Imbalanced Data Classification ◽

Prostate Cancer Prognosis

Download Full-text

QP Representable Mahalanobis Ellipsoidal Learning Machine for Imbalanced Data Classification

2012 Fifth International Joint Conference on Computational Sciences and Optimization ◽

10.1109/cso.2012.77 ◽

2012 ◽

Author(s):

Zhenxia Xue ◽

Juan Luo ◽

Wanli Liu

Keyword(s):

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification ◽

Learning Machine

Download Full-text

Solving the Imbalanced Data Classification Problem with the Particle Swarm Optimization Based Support Vector Machine

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.134.788 ◽

2014 ◽

Vol 134 (6) ◽

pp. 788-795

Author(s):

Zhenyuan Xu ◽

Junzo Watada ◽

Mingnan Wu ◽

Zuwarie Ibrahim ◽

Marzuki Khalid

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Imbalanced Data ◽

Data Classification ◽

Classification Problem ◽

Support Vector ◽

Swarm Optimization ◽

Imbalanced Data Classification

Download Full-text

Handling Imbalanced Data Classification Problem using Artificial Immune System with Mahalanobis Distance

2019 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) ◽

10.1109/snpd.2019.8935760 ◽

2019 ◽

Author(s):

Duangjai Jitkongchuen ◽

Warattha Sukpongthai

Keyword(s):

Immune System ◽

Mahalanobis Distance ◽

Artificial Immune System ◽

Imbalanced Data ◽

Data Classification ◽

Classification Problem ◽

Artificial Immune ◽

Imbalanced Data Classification

Download Full-text