Feature Selection for High-Dimensional Imbalanced Malware Data Using Filter and Wrapper Selection Methods.
Mai AbuJazohDuha Al-DarrasNesreen A. HamadSaleh Al-SharaehPublished in: ICIT (2023)
Keyphrases
- feature selection
- high dimensional data
- wrapper method
- data mining techniques
- data analysis
- high dimensional
- data sets
- noisy data
- statistical methods
- data sources
- high dimensionality
- sparse data
- data reduction
- wrapper feature selection
- informative features
- data extraction
- learning models
- data points
- reverse engineering
- classification models
- high dimensional spaces
- irrelevant features
- feature subset
- mutual information
- selecting relevant features