Results 311 to 320 of about 4,590,312 (339)

Tackling class imbalance in computer vision: a contemporary review

Artificial Intelligence Review, 2023
Manisha Saini, Seba Susan
semanticscholar   +1 more source

A novel data augmentation approach to fault diagnosis with class-imbalance problem

Reliability Engineering & System Safety, 2023
Jilun Tian, Yuchen Jiang, Jiusi Zhang, Hao Luo, Shen Yin   +4 more
semanticscholar   +1 more source

Remedies for Severe Class Imbalance

2013
When modeling discrete classes, the relative frequencies of the classes can have a significant impact on the effectiveness of the model. An imbalance occurs when one or more classes have very low proportions in the training data as compared to the other classes. Imbalance can be present in any data set or application, and hence, the practitioner should
Max Kuhn, Kjell Johnson
openaire   +1 more source

Handling Class Imbalance by Estimating Minority Class Statistics

2023 International Joint Conference on Neural Networks (IJCNN), 2023
Faizanuddin Ansari, Swagatam Das, Pourya Shamsolmoali   +2 more
openaire   +1 more source

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews), 2012
M. Galar, Alberto Fernández, E. Tartas, H. Bustince, F. Herrera   +4 more
semanticscholar   +1 more source

A systematic review for class-imbalance in semi-supervised learning

Artificial Intelligence Review, 2023
Willian Oliveira, Lilian Berton
semanticscholar   +1 more source

Systematic review of class imbalance problems in manufacturing

Journal of manufacturing systems, 2023
Andrea de Giorgio, G. Cola, Lihui Wang
semanticscholar   +1 more source

Graph-Based Class-Imbalance Learning With Label Enhancement

IEEE Transactions on Neural Networks and Learning Systems, 2023
Guodong Du, Jia Zhang, Min Jiang
exaly  

Handling Class-Imbalance with KNN (Neighbourhood) Under-Sampling for Software Defect Prediction

Artificial Intelligence Review, 2021
Somya Goyal
semanticscholar   +1 more source

A reduced universum twin support vector machine for class imbalance learning

Pattern Recognition, 2020
Bharat Richhariya, M Tanveer
exaly