Efficient hybrid oversampling and intelligent undersampling for imbalanced big data classification

Author:

Vairetti CarlaORCID,Assadi José Luis,Maldonado Sebastián

Funder

Fondo Nacional de Desarrollo Científico y Tecnológico

Agencia Nacional de Investigación y Desarrollo

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference50 articles.

1. Towards a more efficient and cost-sensitive extreme learning machine: A state-of-the-art review of recent trend;Alaba;Neurocomputing,2019

2. Spark dataset api and adaptive query execution;Antolínez García,2023

3. MWMOTE - majority weighted minority oversampling technique for imbalanced data set learning;Barua;IEEE Transactions on Knowledge and Data Engineering,2014

4. A study of the behavior of several methods for balancing machine learning training data;Batista;ACM SIGKDD Explorations Newsletter,2004

5. Safe-level-SMOTE: Safe-level-synthetic minority over-sampling technique for handling the class imbalanced problem;Bunkhumpornpat,2009

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