ULDC: Unsupervised Learning-Based Data Cleaning for Malicious Traffic With High Noise.
Qingjun YuanYuefei ZhuGang XiongYongjuan WangWentao YuBin LuoGaopeng GouPublished in: Comput. J. (2024)
Keyphrases
- data cleaning
- high noise
- unsupervised learning
- malicious traffic
- text classification
- network traffic
- detection mechanism
- data integration
- record linkage
- low contrast
- outlier detection
- anomaly detection
- data quality
- database
- traffic patterns
- supervised learning
- data warehousing
- dimensionality reduction
- data processing
- semi supervised
- feature selection
- missing values
- web usage mining
- fraud detection
- data warehouse
- machine learning
- expectation maximization
- ip addresses
- noise free
- databases
- object recognition
- impulse noise
- knn
- noise detection
- text mining
- model selection
- data sources
- data mining