Visual Analytics for Explainable and Trustworthy Machine Learning

Keyphrases

• Visual Analytics 100%
• Explainable Machine Learning 100%
• Trustworthy Machine Learning 100%
• Machine Learning Models 40%
• Machine Learning pipelines 40%
• Making Sense 20%
• Healthcare 20%
• Trust Level 20%
• Predictive Ability 20%
• Methodological Aspects 20%
• User Study 20%
• Black Box 20%
• Trustworthiness 20%
• Analytic Approach 20%
• Expert Interviews 20%
• Dimensionality Reduction 20%
• Decision-making Environment 20%
• Agnostic 20%
• Artificial Intelligence Techniques 20%
• Machine Learning 20%
• Innovative Methods 20%
• Human Expert 20%
• Quantitative Meta-analysis 20%
• Health Financing 20%
• Alternative Design 20%
• Refined Model 20%
• Design Space 20%
• Visual Interface 20%
• Comparing Models 20%
• Debugging 20%
• Information Visualization 20%
• Automated Method 20%
• Interactive Visual 20%
• Learning Research 20%
• Domain Expertise 20%
• Analytic Research 20%
• Information Space 20%
• Tabular Data 20%
• Feature Engineering 20%
• Usage Scenarios 20%
• Visual Analytics Tools 20%
• Ensemble Learning Method 20%
• Visualization Analytics 20%
• Technical Solutions 20%
• Tuning Models 20%
• Visualization Study 20%
• Statistical Learning Models 20%
• Visual Analytics System 20%
• Visual Coverage 20%
• Critical Decision-making 20%
• Hyperparameter Tuning 20%
• Understanding Model 20%

Computer Science

• Visual Analytics 100%
• Machine Learning 100%
• Learning System 100%
• Research Community 14%
• Dimensionality Reduction 14%
• Alternative Design 14%
• Analytics Tool 14%
• Analytic Approach 14%
• Domain Expertise 14%
• Information Visualization 14%
• Information Space 14%
• Analytics System 14%
• Usage Scenario 14%
• Ensemble Learning 14%
• Decision-Making 14%
• Case Study 14%
• Technical Solution 14%
• Artificial Intelligence 14%
• Data Processing 14%
• Leaning Parameter 14%
• Health Care 14%

Psychology

• Learning Model 100%
• Decision Making 50%
• Healthcare 50%
• Meta-Analysis 50%
• Black Box 50%
• Dimensionality Reduction 50%
• Case Study 50%
• Artificial Intelligence 50%