# Analysis of Data Preprocessing Increasing the Oversampling Ratio for Extremely Imbalanced Big Data Classification

> Research article (2015 IEEE Trustcom/BigDataSE/ISPA, 2015) · cited 33× · AI/ML

**Wikidata**: [openalex:W2184648260](https://www.wikidata.org/wiki/openalex:W2184648260)  
**Source**: https://4ort.xyz/entity/analysis-of-data-preprocessing-increasing-the-oversampling-ratio-for-extremely-imbalanced-big-data-classification
