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Web of Proceedings - Francis Academic Press

Application of Machine Learning in Financial Asset Price Prediction and Allocation

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DOI: 10.25236/mmmce.2021.023


Xinli Guo

Corresponding Author

Xinli Guo


In today's era, the wave of artificial intelligence has swept across, injecting unparalleled vitality into various industries. The financial field is no exception. Artificial intelligence has provided this industry with new and colorful technologies and brought new opportunities for its further development. This article introduces several basic machine learning algorithms from the perspective of underlying machine learning algorithms, reveals the underlying algorithms used by more popular technologies, and explains the application of machine learning in financial asset price prediction and allocation.


Machine learning, Financial assets, Price prediction, Asset allocation