An Auto-Encoder with Genetic Algorithm for High Dimensional Data: Towards Accurate and Interpretable Outlier Detection.
Jiamu LiJi ZhangMohamed Jaward BahJian WangYouwen ZhuGaoming YangLingling LiKexin ZhangPublished in: Algorithms (2022)
Keyphrases
- outlier detection
- high dimensional data
- high dimensional datasets
- genetic algorithm
- high dimensional
- dimensionality reduction
- nearest neighbor
- low dimensional
- high dimensionality
- data sets
- knowledge discovery
- detection algorithm
- data analysis
- data points
- similarity search
- subspace clustering
- detecting outliers
- missing values
- data streams
- detect outliers
- data distribution
- density ratio estimation
- density estimation
- computer vision
- data mining
- low rank
- feature selection
- high dimensional spaces
- moving objects
- input space
- neural network
- association rules
- dimensional data
- databases