Large dataset summarization with automatic parameter optimization and parallel processing for outlier detection.
Zhaoyu ShouSimin LiPublished in: ICNC-FSKD (2017)
Keyphrases
- parallel processing
- outlier detection
- parameter optimization
- high dimensional datasets
- outlier mining
- detection algorithm
- genetic algorithm ga
- knowledge discovery
- genetic algorithm
- data streams
- data mining
- differential evolution
- parameter estimation
- detect outliers
- detecting outliers
- parameter settings
- pid controller
- density ratio estimation
- support vector machine
- least squares
- search space
- databases