SeekAView: An intelligent dimensionality reduction strategy for navigating high-dimensional data spaces

Keyphrases

• Dimensionality Reduction 100%
• Reduction Strategies 100%
• Letting 100%
• High-dimensional Data Space 100%
• Interesting Subspace 100%
• Visualization Techniques 50%
• Machine Learning 50%
• Existing Techniques 50%
• Design Space 50%
• Visualization Method 50%
• Search Methods 50%
• Automated Method 50%
• Statistical Learning 50%
• Scatterplot 50%
• Interesting Patterns 50%
• High Transparency 50%
• Usage Scenarios 50%
• Scalable Design 50%
• Exploration Strategy 50%
• Real-time Data Analysis 50%
• Visual Exploration 50%
• Main Gap 50%
• Subspace Search 50%
• Lack of Transparency 50%
• High-dimensional Data Visualization 50%
• Exploratory Visualization 50%
• Parallel Coordinates 50%
• Visual Scalability 50%
• Flexible Workflow 50%
• Curse of Dimensionality 50%

Computer Science

• Dimensionality Reduction 100%
• High Dimensional Data 100%
• Visualization Technique 50%
• Machine Learning 50%
• Data Visualization 50%
• visualization method 50%
• Multiple Perspective 50%
• Interpretability 50%
• Starting Point 50%
• Usage Scenario 50%
• Analysis Process 50%
• Visual Exploration 50%