On the performance of high dimensional data clustering and classification algorithms.
Kathleen EricsonShrideep PallickaraPublished in: Future Gener. Comput. Syst. (2013)
Keyphrases
- data clustering
- unsupervised learning
- high dimensional
- benchmark datasets
- clustering analysis
- cluster analysis
- learning algorithm
- clustering algorithm
- exploratory data analysis
- machine learning
- databases
- pattern recognition
- supervised learning
- deterministic annealing
- spectral clustering
- k means
- feature space
- feature extraction
- neural network
- clustering quality
- max cut
- dimension reduction
- gene expression data
- high dimensionality
- machine learning algorithms
- text classification
- multi dimensional
- nearest neighbor
- knowledge discovery
- feature selection