Pick Quality Over Quantity: Expert Feature Selection and Data Preprocessing for 802.11 Intrusion Detection Systems.
Efstratios ChatzoglouGeorgios KambourakisConstantinos KoliasChristos SmiliotopoulosPublished in: IEEE Access (2022)
Keyphrases
- data preprocessing
- intrusion detection system
- feature selection
- intrusion detection
- data mining
- preprocessing step
- preprocessing
- anomaly detection
- feature ranking
- computer systems
- intrusion prevention
- data cleaning
- web usage mining
- text categorization
- data quality
- feature set
- machine learning
- feature extraction
- support vector
- social networks
- dimensionality reduction
- feature space
- classification accuracy
- unsupervised learning
- model selection
- text classification
- pattern recognition
- outlier detection
- feature subset
- feature selection algorithms
- support vector machine
- information retrieval
- databases
- database