Entrepreneurial Finance: Emerging Approaches Using Machine Learning and Big Data

ISBN-13: 9781680838046 / Angielski / Miękka / 2021 / 120 str.

Francesco Ferrati; Moreno Muffatto

Spis treści

• 1. Introduction
• 2. An Introduction to Machine Learning
• 3. Data-Driven Venture Capital Firms
• 4. Crunchbase
• 5. Scope of the Study
• 6. Classification of the Research Objectives in Using Machine Learning and Crunchbase
• 7. Integrating Different Machine Learning Modules to Support Investors’ Decision-Making
• 8. Features’ Classification
• 9. The Algorithms Used
• 10. Comparing the Performances of Different Models
• 11. Discussion
• 12. Conclusion and Future Research
• Acknowledgment
• Appendices
• Appendix A: Classification of the Features Provided by Crunchbase
• Appendix B: Classification of the Algorithms
• Appendix C: Classification of the Performance Metrics
• References