Comparing Approaches for Explaining DNN-Based Facial Expression Classifications

Keyphrases

• Neural Network 100%
• Deep Neural Network 100%
• Facial Expression Classification 100%
• User Study 50%
• Convolutional Neural Network 50%
• Geometric Features 50%
• Publicly Available 25%
• Feature-based 25%
• System Development 25%
• Prediction Accuracy 25%
• Facial Expression 25%
• Deep Learning 25%
• Quantitative Criteria 25%
• Accuracy Score 25%
• Emotion Classification 25%
• Explainability 25%
• High-stakes Environment 25%

Computer Science

• Deep Neural Network 100%
• Facial Expression 100%
• Convolutional Neural Network 50%
• Conventional Model 25%
• Deep Learning Model 25%
• Predictive Accuracy 25%

Psychology

• Facial Expression 100%
• Neural Network 100%
• Learning Model 16%