AIMC Topic: Models, Economic

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The value of artificial intelligence for the treatment of mechanically ventilated intensive care unit patients: An early health technology assessment.

Journal of critical care Apr 6, 2024
PURPOSE: The health and economic consequences of artificial intelligence (AI) systems for mechanically ventilated intensive care unit patients often remain unstudied. Early health technology assessments (HTA) can examine the potential impact of AI sy...
Artificial Intelligence Intensive Care Units Humans Models, Economic Technology Assessment, Biomedical Cost-Benefit Analysis Respiration, Artificial
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Hybrid deep learning models with multi-classification investor sentiment to forecast the prices of China's leading stocks.

PloS one Nov 27, 2023
The prediction of stock prices has long been a captivating subject in academic research. This study aims to forecast the prices of prominent stocks in five key industries of the Chinese A-share market by leveraging the synergistic power of deep learn...
Deep Learning China Forecasting Humans Commerce Investments Attitude Models, Economic Industry Asian People
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A Study on the Application of BP Neural Network Based on Visual Recognition in Regional Economic Forecasting.

Computational intelligence and neuroscience Sep 26, 2022
The economic growth in the new normal is no longer limited to the total amount and scale of economic growth in the traditional and neoclassical periods, but has changed to "quality" and "development" under the dual requirements of historical changes ...
Economic Development Forecasting Technology China Neural Networks, Computer Models, Economic
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A graph-based approach to multi-source heterogeneous information fusion in stock market.

PloS one Aug 11, 2022
The stock market is an important part of the capital market, and the research on the price fluctuation of the stock market has always been a hot topic for scholars. As a dynamic and complex system, the stock market is affected by various factors. How...
Models, Economic Neural Networks, Computer
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Volatility forecasts of stock index futures in China and the US-A hybrid LSTM approach.

PloS one Jul 28, 2022
This paper is concerned with the unsolved issue of how to accurately predict the financial market volatility. We propose a novel volatility prediction method for stock index futures prediction based on LSTM, PCA, stock indices and relevant futures. I...
Neural Networks, Computer Models, Statistical Models, Economic Forecasting Artificial Intelligence
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Innovation of Platform Economy Business Model Driven by BP Neural Network and Artificial Intelligence Technology.

Computational intelligence and neuroscience Jul 9, 2022
In order to enhance the competitiveness of enterprises, how to evaluate and enhance the competitiveness of B2B e-commerce enterprises and promote the orderly and healthy development of B2B e-commerce industry are discussed. This paper puts forward th...
Models, Economic Commerce Artificial Intelligence Neural Networks, Computer Technology
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Visual and buying sequence features-based product image recommendation using optimization based deep residual network.

Gene expression patterns : GEP Jul 8, 2022
A recommendation system is an imaginative resolution for managing the restrictions in e-commerce services with item details and user details. Also, it is used to determine the user preferences to recommend the items they expected to buy. Several conv...
Models, Economic Commerce Deep Learning Computer Simulation
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Establishment of Economic Forecasting Model of High-tech Industry Based on Genetic Optimization Neural Network.

Computational intelligence and neuroscience Apr 30, 2022
Scientific and accurate prediction of high-tech industries is of great practical significance for government departments to grasp the future economic operation and formulate development strategies. In this paper, aiming at some shortcomings of neural...
Neural Networks, Computer Industry Forecasting Models, Economic Algorithms
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The Analysis of Sharing Economy on New Business Model Based on BP Neural Network.

Computational intelligence and neuroscience Apr 7, 2022
The development of social economy and Internet information technology has made the development of the sharing economy relatively rapid. This article aims to study how to promote the sharing economy based on neural networks to play a role in new busin...
Neural Networks, Computer Commerce Models, Economic
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Design of a Regional Economic Forecasting Model Using Optimal Nonlinear Support Vector Machines.

Computational intelligence and neuroscience Jan 30, 2022
Forecasting regional economic activity is a progressively significant element of regional economic research. Regional economic prediction can directly assist local, national, and subnational policymakers. Regional economic activity forecast can be em...
Models, Economic Nonlinear Dynamics Forecasting Support Vector Machine Machine Learning
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