Data Reduction to Improve the Performance of One-Class Classifiers on Highly Imbalanced Big Data.
John T. HancockTaghi M. KhoshgoftaarPublished in: ICMLA (2023)
Keyphrases
- big data
- data reduction
- data analysis
- knowledge discovery
- data compression
- data processing
- business intelligence
- cloud computing
- data management
- social media
- class distribution
- class imbalance
- data warehousing
- data quality
- classification accuracy
- preprocessing
- highly imbalanced
- model selection
- data mining
- text categorization
- data points