Introduction to Predictive Modeling in Entrepreneurship and Innovation Studies: A Hands-On Application in the Prediction of Breakthrough Patents

Economics, Econometrics and Finance

• Entrepreneurship 100%
• Predictive Modeling 100%
• Innovation 100%
• Patent 100%
• Machine Learning 60%
• Synergy 20%
• Model Validation 20%
• Model Selection 20%
• Learning 20%
• Econometrics 20%

Computer Science

• Modeling 100%
• Standards 50%
• Computer Science 50%
• Procedures 50%
• Science Community 25%
• Machine Learning 25%
• Artificial Neural Networks 25%
• Machine Learning Technique 25%
• Classification Tree 25%
• Random Decision Forest 25%
• Machine Learning Approach 25%
• Data Preprocessing 25%
• Autoencoder 25%
• Anomaly-Based Detection 25%
• Identification 25%