Improving classification and clustering techniques using GPUs.
Yaser JararwehMohammed A. ShehabQussai YaseenMahmoud Al-AyyoubPublished in: Concurr. Comput. Pract. Exp. (2020)
Keyphrases
- unsupervised learning
- clustering algorithm
- classification accuracy
- k means
- unsupervised classification
- clustering analysis
- machine learning
- pattern recognition
- support vector
- automatic classification
- density estimation
- nearest neighbor classification
- general purpose
- unsupervised clustering
- benchmark datasets
- decision trees
- classification process
- feature space
- hierarchical clustering
- high dimensionality
- cluster analysis
- machine learning methods
- feature extraction
- classification algorithm
- supervised classification
- classification scheme
- categorical data
- classification models
- machine learning algorithms
- preprocessing
- feature selection