Evaluating Differences in Insights from Interactive Dimensionality Reduction Visualizations Through Complexity and Vocabulary.
Mia TaylorLata KodaliLeanna HouseChris NorthPublished in: VISIGRAPP (3: IVAPP) (2023)
Keyphrases
- dimensionality reduction
- high dimensional
- statistically significant
- low dimensional
- data visualization
- principal component analysis
- worst case
- computational complexity
- high dimensional data
- visualization tool
- data mining
- principal components
- computational cost
- data points
- pattern recognition
- dimensionality reduction methods
- feature extraction
- computer graphics
- space complexity
- data representation
- information visualization
- lower dimensional
- data structures and algorithms
- high dimensionality
- decision problems
- virtual reality
- user interaction
- learning environment
- information retrieval