AIMC Topic: Investments

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Factor-GAN: Enhancing stock price prediction and factor investment with Generative Adversarial Networks.

PloS one Jun 25, 2024
Deep learning, a pivotal branch of artificial intelligence, has increasingly influenced the financial domain with its advanced data processing capabilities. This paper introduces Factor-GAN, an innovative framework that utilizes Generative Adversaria...
Investments Deep Learning China Models, Economic Neural Networks, Computer Humans Commerce Artificial Intelligence
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Heteroscedasticity effects as component to future stock market predictions using RNN-based models.

PloS one May 24, 2024
Heteroscedasticity effects are useful for forecasting future stock return volatility. Stock volatility forecasting provides business insight into the stock market, making it valuable information for investors and traders. Predicting stock volatility ...
Investments Humans Neural Networks, Computer Models, Economic Algorithms Commerce Forecasting
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The role of artificial intelligence and fintech in promoting eco-friendly investments and non-greenwashing practices in the US market.

Journal of environmental management Apr 27, 2024
This study explores the intricate connections among financial technology (FinTech), artificial intelligence (AI), and eco-friendly markets in the US, shedding light on their dynamic interplay and implications for sustainable investment and policy str...
Technology United States Artificial Intelligence Conservation of Natural Resources Investments
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A Decade of Venture Investment in Artificial Intelligence in Dermatology Amidst Macroeconomic Shifts and Technological Advancements.

The Journal of investigative dermatology Apr 11, 2024
Humans Artificial Intelligence Investments Dermatology
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Regional economic forecast using Elman neural networks with wavelet function.

PloS one Mar 7, 2024
Recently, the economy in Guangdong province has ranked first in the country, maintaining a good growth momentum. The prediction of Gross Domestic Product (GDP) for Guangdong province is an important issue. Through predicting the GDP, it is possible t...
Educational Status Investments Gross Domestic Product Neural Networks, Computer Forecasting
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A multinational study on artificial intelligence adoption: Clinical implementers' perspectives.

International journal of medical informatics Feb 15, 2024
BACKGROUND: Despite substantial progress in AI research for healthcare, translating research achievements to AI systems in clinical settings is challenging and, in many cases, unsatisfactory. As a result, many AI investments have stalled at the proto...
Humans Investments Health Facilities Artificial Intelligence Health Personnel Data Management
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Evaluation and screening of technology start-ups based on PCA and GA-BPNN.

PloS one Feb 8, 2024
PURPOSE: Due to the existence of information opacity, there is a common problem of adverse selection in the process of screening alternative technology start-ups (TSs) and determining investment targets by venture capital institutions, which does not...
Neural Networks, Computer Commerce Algorithms Investments Technology
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Forecasting China carbon price using an error-corrected secondary decomposition hybrid model integrated fuzzy dispersion entropy and deep learning paradigm.

Environmental science and pollution research international Feb 6, 2024
Forecasting China's carbon price accurately can encourage investors and manufacturing industries to take quantitative investments and emission reduction decisions effectively. The inspiration for this paper is developing an error-corrected carbon pri...
Investments Deep Learning China Carbon Entropy Forecasting
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Modeling of Machine Learning-Based Extreme Value Theory in Stock Investment Risk Prediction: A Systematic Literature Review.

Big data Jan 17, 2024
The stock market is heavily influenced by global sentiment, which is full of uncertainty and is characterized by extreme values and linear and nonlinear variables. High-frequency data generally refer to data that are collected at a very fast rate bas...
Risk Assessment Investments Machine Learning
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The Impact of the COVID-19 Pandemic on Stock Market Performance in G20 Countries: Evidence from Long Short-Term Memory with a Recurrent Neural Network Approach.

Big data Dec 20, 2023
In light of developing and industrialized nations, the G20 economies account for a whopping two-thirds of the world's population and are the largest economies globally. Public emergencies have occasionally arisen due to the rapid spread of COVID-19 g...
SARS-CoV-2 China Humans Pandemics Neural Networks, Computer COVID-19 Investments Saudi Arabia Recurrent Neural Networks Developing Countries
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