Abstract
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.
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References
Yan, W.M., Li, D.G., Wu, W.M.: Application of machine learning in the financial field. Comput. Educ. 8(08), 87–89 (2014)
Chen, H.T.: Research on the application of machine learning in home finance. Fintech Era 11(08), 11–13 (2015)
Wu, Y.X.: Application of machine learning algorithms in financial market risk prediction. Inf. Syst. Eng. 13(02), 114–116 (2019)
Li, Y.N.: Application of neural network model in anti-fraud in banking internet finance. Era Finan. Technol. 11(08), 24–28 (2018)
Ju, Z.: Application of machine learning algorithms in financial market risk prediction. Finan. Econ. 9(32), 22–24 (2017)
Zhao, H.T.: A review of research on the application of machine learning in financial asset price prediction and allocation. J. Manag. 9(21), 216–219 (2018)
Zhang, K.M.: The application of machine learning in the financial field, the era of wisdom and wealth, 12, 120–123 (2019)
Li, Z.: Application of machine learning algorithms in financial market risk prediction. Financ. Econ. 13(03), 400–402 (2019)
Lu, S.X., Hu, G.F.: Discussion on application experience and suggestions of machine learning technology. Finan. Econ. 8(11), 102–105 (2018)
Wang, G.Q.: Application of machine learning algorithms in financial market risk prediction. Zhifu Times 10(18), 272–275 (2017)
Wang, Y.J.: Research on bank personal customer credit scoring model. Mod. Bus. Ind. 36(19), 64–65 (2015)
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Cao, Y. (2022). Application of Machine Learning in Financial Asset Price Prediction and Allocation. In: J. Jansen, B., Liang, H., Ye, J. (eds) International Conference on Cognitive based Information Processing and Applications (CIPA 2021). Lecture Notes on Data Engineering and Communications Technologies, vol 85. Springer, Singapore. https://doi.org/10.1007/978-981-16-5854-9_77
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DOI: https://doi.org/10.1007/978-981-16-5854-9_77
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