Credit rating analysis with support vector machines and neural networks: A market comparative study

Keyphrases

• Support Vector Machine 100%
• Neural Network 100%
• Credit Rating Analysis 100%
• Human-machine Systems 100%
• United States 66%
• Back-propagation Artificial Neural Network (BP-ANN) 66%
• Neural Network Model 66%
• Taiwan Stock Market 66%
• Prediction Accuracy 33%
• Comparative Analysis 33%
• Artificial Intelligence Techniques 33%
• Explanatory Power 33%
• Machine Learning Techniques 33%
• Model Interpretation 33%
• Traditional Statistical Methods 33%
• Support Vector Machine Model 33%
• Financial Variables 33%
• Corporate Credit Rating 33%
• Artificial Intelligence Models 33%

Computer Science

• Support Vector Machine 100%
• Neural Network 100%
• Artificial Intelligence 50%
• And-States 50%
• Neural Network Model 50%
• back-propagation neural network 50%
• Research Results 25%
• Explanatory Power 25%
• Comparative Analysis 25%
• Relative Importance 25%
• Interpretability 25%
• Machine Learning Technique 25%
• Prediction Accuracy 25%

Economics, Econometrics and Finance

• Machine Learning 50%
• Statistical Method 50%