Atlantis Highlights in Economics, Business and Management

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102 articles
Proceedings Article

Stock Price Prediction Based On Neural Networks Incorporating Attention Mechanisms

XinRui Huang
Aiming at the nonlinearity of stock prices, this paper first utilizes deep learning neural networks, including Recurrent Neural Network, Long Short-Term Memory and Gated Recurrent Unit, which are known for their strong capability to fit nonlinear function relationships. These networks are used to construct...
Proceedings Article

Empirical Testing of the Impact of Input Digitization on the Green Transformation in Manufacturing Industry

Yan Li, XiaoXiu Zhang
Green transformation and upgrading of manufacturing industry can promote green GDP growth. This article based on panel data from 30 provinces from 2005 to 2021, using Eviews and Stata tools to conduct regression models and mediating mechanism analysis on variables. The research results indicate that...