Quantitative and Qualitative Comparison of 2D and 3D Projection Techniques for High-Dimensional Data.
Zonglin TianXiaorui ZhaiGijs van SteenpaalLingyun YuEvanthia DimaraMateus EspadotoAlexandru C. TeleaPublished in: Inf. (2021)
Keyphrases
- quantitative and qualitative
- high dimensional data
- dimensionality reduction
- nearest neighbor
- high dimensional
- qualitative and quantitative
- distance preserving
- low dimensional
- high dimensionality
- subspace clustering
- high dimensions
- similarity search
- data sets
- data analysis
- manifold learning
- dimension reduction
- clustering high dimensional data
- original data
- input space
- lower dimensional
- data points
- low rank
- data distribution
- dimensional data
- data mining
- high dimensional spaces
- knn
- sparse representation
- linear discriminant analysis
- subspace learning
- high dimensional data sets
- training data
- high dimensional datasets
- descriptive statistics
- principal component analysis
- text data
- input data
- feature selection
- small sample size
- computer vision