Research Article
Research on the Application of Machine Learning in Smart Finance
@INPROCEEDINGS{10.4108/eai.1-9-2023.2338770, author={Zhongwen Li and Fan Zhang and Yunfeng Wang}, title={Research on the Application of Machine Learning in Smart Finance}, proceedings={Proceedings of the 2nd International Conference on Public Management, Digital Economy and Internet Technology, ICPDI 2023, September 1--3, 2023, Chongqing, China}, publisher={EAI}, proceedings_a={ICPDI}, year={2023}, month={11}, keywords={machine learning smart finance financial sharing center}, doi={10.4108/eai.1-9-2023.2338770} }- Zhongwen Li
Fan Zhang
Yunfeng Wang
Year: 2023
Research on the Application of Machine Learning in Smart Finance
ICPDI
EAI
DOI: 10.4108/eai.1-9-2023.2338770
Abstract
The promotion of machine learning and the depth of financial digital transformation have laid the foundation for the development of intelligent finance. Traditional machine learning methods such as logistic regression can be applied to statistical analysis of data, image recognition, and natural language processing for assisting in information acquisition. Unsupervised deep learning technology assists in the classification of information, and reinforcement learning methods can be applied to data review. In the future, the deep integration of machine learning and financial business will promote the development of intelligent finance toward refinement and efficiency.
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