GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks

Keyphrases

• Visual Analytics 100%
• Analytic Approach 100%
• Prediction Error 100%
• Error Diagnosis 100%
• Graph Neural Network 100%
• Error Pattern 20%
• Recurrent Neural Network 20%
• Graph Structure 20%
• Convolutional Neural Network 20%
• Black Box 10%
• Deep Neural Network 10%
• Graph Analysis 10%
• Information Type 10%
• Deep Learning Methods 10%
• Relative Influence 10%
• Neural Network Model 10%
• Graph Features 10%
• Analytic Study 10%
• Parallel Set 10%
• Node Features 10%
• Projection View 10%
• Graph Network 10%
• Feature Matrix 10%
• Multilayer Perceptron 10%
• Interactive Visual Analysis 10%
• Node Classification 10%
• Visual Analysis Tool 10%
• Graph Views 10%

Computer Science

• Visual Analytics 100%
• Analytic Approach 100%
• Graph Neural Network 100%
• Prediction Error 100%
• Recurrent Neural Network 20%
• Model Developer 20%
• Convolutional Neural Network 20%
• Neural Network Model 10%
• Deep Learning Technique 10%
• Node Classification 10%
• Case Study 10%
• Visual Analysis 10%
• Multilayer Perceptron 10%
• Deep Neural Network 10%
• Feature Matrix 10%