Geometric MDS Performance for Large Data Dimensionality Reduction and Visualization.
Gintautas DzemydaMartynas SabaliauskasViktor MedvedevPublished in: Informatica (2022)
Keyphrases
- data sets
- data analysis
- dimensionality reduction
- multidimensional scaling
- data visualization
- synthetic data
- data processing
- information visualization
- data points
- high dimensional data
- database
- data quality
- spatial data
- missing data
- statistical analysis
- data collection
- training data
- high quality
- data distribution
- raw data
- visualization tools
- data mining techniques
- image processing
- principal component analysis
- knowledge discovery
- data representation
- prior knowledge
- data structure