AIMC Topic: Investments

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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...
Attitude Investments Industry Commerce Deep Learning China Asian People Models, Economic Humans Forecasting
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Improving the classification of veterinary thoracic radiographs through inter-species and inter-pathology self-supervised pre-training of deep learning models.

Scientific reports Nov 9, 2023
The analysis of veterinary radiographic imaging data is an essential step in the diagnosis of many thoracic lesions. Given the limited time that physicians can devote to a single patient, it would be valuable to implement an automated system to help ...
Deep Learning Radiography Databases, Factual Animals Knowledge Investments Dogs Supervised Machine Learning Humans
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Projected Growth in FDA-Approved Artificial Intelligence Products Given Venture Capital Funding.

Journal of the American College of Radiology : JACR Oct 16, 2023
PURPOSE: Medical imaging accounts for 85% of digital health's venture capital funding. As funding grows, it is expected that artificial intelligence (AI) products will increase commensurately. The study's objective is to project the number of new AI ...
Investments Capital Financing Academies and Institutes Artificial Intelligence Data Science
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A performance comparison of machine learning models for stock market prediction with novel investment strategy.

PloS one Sep 21, 2023
Stock market forecasting is one of the most challenging problems in today's financial markets. According to the efficient market hypothesis, it is almost impossible to predict the stock market with 100% accuracy. However, Machine Learning (ML) method...
Research Personnel Investments Humans Machine Learning Computer Simulation Random Forest
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FDI and Wellbeing: A Key Node Analysis for Psychological Health in Response to COVID-19 Using Artificial Intelligence.

International journal of environmental research and public health Mar 15, 2023
Developing countries are primary destinations for FDI from emerging economies following the World Investment Report 2022, including destinations in OECD countries. Based on three theoretical lenses and case analyses, we argue that Chinese outward FDI...
Humans Artificial Intelligence Carbon Dioxide Internationality COVID-19 China Economic Development Investments
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A retail investor in a cobweb of social networks.

PloS one Dec 30, 2022
In this study, using AI, we empirically examine the irrational behaviour, specifically attention-driven trading and emotion-driven trading such as consensus trading, of retail investors in an emerging stock market. We used a neural network to assess ...
Russia Investments Social Networking Neural Networks, Computer Humans Communication
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Stock index trend prediction based on TabNet feature selection and long short-term memory.

PloS one Dec 13, 2022
In this study, we propose a predictive model TabLSTM that combines machine learning methods such as TabNet and Long Short-Term Memory Neural Network (LSTM) with a complete factor library for stock index trend prediction. Our motivation is based on th...
Forecasting Neural Networks, Computer Investments
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Priorities for successful use of artificial intelligence by public health organizations: a literature review.

BMC public health Nov 22, 2022
Artificial intelligence (AI) has the potential to improve public health's ability to promote the health of all people in all communities. To successfully realize this potential and use AI for public health functions it is important for public health ...
Humans Artificial Intelligence Organizations Reproducibility of Results Public Health Investments
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Deep Learning for Intelligent Assessment of Financial Investment Risk Prediction.

Computational intelligence and neuroscience Oct 11, 2022
Financial investment promotes the market's fast economic growth and gradually becomes a new trend of social development in the contemporary era. From the national level, financial risk investment activities directly affect the development process of ...
Technology Deep Learning Financial Management Investments Industry
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Application of Price Competition Model Based on Computational Neural Network in Risk Prediction of Transnational Investment.

Computational intelligence and neuroscience Sep 29, 2022
Aiming at the scenario where edge devices rely on cloud servers for collaborative computing, this paper proposes an efficient edge-cloud collaborative reasoning method. In order to meet the application's specific requirements for delay or accuracy, a...
Commerce Investments Algorithms Industry Neural Networks, Computer
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