Research on financial multi-asset portfolio risk prediction model based on convolutional neural networks and image processing
Z Hu, F Lei, Y Fan, Z Ke, G Shi, Z Li - arXiv preprint arXiv:2412.03618, 2024 - arxiv.org
In today's complex and volatile financial market environment, risk management of multi-
asset portfolios faces significant challenges. Traditional risk assessment methods, due to …
asset portfolios faces significant challenges. Traditional risk assessment methods, due to …
Research on reinforcement learning based warehouse robot navigation algorithm in complex warehouse layout
This paper addresses the challenge of efficiently determining the optimal path in complex
warehouse layouts while enabling real-time decision-making. We introduce a novel …
warehouse layouts while enabling real-time decision-making. We introduce a novel …
Machine Learning in Action: Topic-Centric Sentiment Analysis and Its Applications
J Rao - Available at SSRN, 2024 - papers.ssrn.com
This article discusses topic-level sentiment analysis using machine learning techniques
such as topic modeling and Latent Dirichlet allocation (LDA). Topic modeling is an …
such as topic modeling and Latent Dirichlet allocation (LDA). Topic modeling is an …