Rough Logs: A Data Reduction Approach for Log Files.
Michael MeinigPeter TrögerChristoph MeinelPublished in: ICEIS (2) (2019)
Keyphrases
- log files
- data reduction
- log data
- rough sets
- data compression
- rough set theory
- log analysis
- website
- preprocessing
- data analysis
- web logs
- feature selection
- web usage mining
- knowledge discovery
- web server
- data mining
- clustering algorithm
- classification accuracy
- web users
- model selection
- classification rules
- singular value decomposition
- high dimensionality
- databases
- dimensionality reduction
- machine learning
- text mining
- least squares
- query logs
- pattern recognition
- face recognition
- decision trees