Dimensionality Reduction via Genetic Value Clustering.
Alexander P. TopchyWilliam F. PunchPublished in: GECCO (2003)
Keyphrases
- dimensionality reduction
- high dimensionality
- high dimensional data
- pattern recognition and machine learning
- data points
- clustering method
- clustering algorithm
- unsupervised learning
- data representation
- k means
- data clustering
- categorical data
- high dimensional
- document clustering
- cluster analysis
- dimensionality reduction methods
- multidimensional scaling
- genetic algorithm
- information theoretic
- hierarchical clustering
- feature extraction
- neural network
- anomaly detection
- principal component analysis
- pattern recognition
- graph theoretic
- computer vision
- unsupervised feature selection
- dealing with high dimensional data