An ensemble of decision cluster crotches for classification of high dimensional data.
Yan LiYunming YeZhaocai SunEdward HungJoshua Zhexue HuangYueping LiPublished in: Knowl. Based Syst. (2013)
Keyphrases
- high dimensional data
- regression problems
- high dimensionality
- subspace clustering
- dimensionality reduction
- data points
- dimension reduction
- nearest neighbor
- high dimensional
- low dimensional
- small sample size
- pattern recognition
- training set
- feature space
- data sets
- data analysis
- clustering high dimensional data
- high dimensions
- manifold learning
- variable weighting
- input space
- high dimensional feature spaces
- feature extraction
- linear discriminant analysis
- feature selection
- similarity search
- data distribution
- lower dimensional
- high dimensional datasets
- clustering algorithm
- multivariate temporal data
- text data
- high dimensional spaces
- class labels
- data clustering
- classification algorithm
- training samples
- text classification
- input data
- knn
- feature vectors
- gene expression data
- cluster analysis
- cross validation
- support vector machine
- output space
- support vector
- decision trees
- computer vision
- neural network