AIMC Topic: Financial Management

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Applications of Intelligent Model to Analyze the Green Finance for Environmental Development in the Context of Artificial Intelligence.

Computational intelligence and neuroscience Jul 7, 2022
Green finance can be referred to as financial investments made on sustainable projects and policies that focus on a sustainable economy. The procedures include promoting renewable energy sources, energy efficiency, water sanitation, industrial pollut...
Investments Carbon Artificial Intelligence Industry Financial Management
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Analysis and Prediction of Corporate Finance and Exchange Rate Correlation Based on Machine Learning Algorithms.

Computational intelligence and neuroscience Jun 24, 2022
Based on the risk management of exposure to foreign exchange assets and liabilities and the application of financial derivatives, this paper provides an in-depth analysis of the financial and exchange rate risks of foreign-funded enterprises. Therefo...
Principal Component Analysis Commerce Financial Management Neural Networks, Computer Machine Learning
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Neural Network Technology-Based Optimization Framework of Financial and Management Accounting Model.

Computational intelligence and neuroscience May 31, 2022
Traditional financial accounting has gradually evolved into management accounting in order to adapt to changing times and developments. To avoid being obliterated by the times, accountants must gradually improve their professional and comprehensive a...
Artificial Intelligence Algorithms Neural Networks, Computer Financial Management Technology
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An Intelligent Classification Method of Multisource Enterprise Financial Data Based on SAS Model.

Computational intelligence and neuroscience Mar 24, 2022
An enterprise is often faced with a large amount of financial information and data information. It is inefficient to rely solely on manual work, and the accuracy is difficult to guarantee. For the multisource data of corporate finance, it is more dif...
Neural Networks, Computer Algorithms Intelligence Forecasting Financial Management
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MSPM: A modularized and scalable multi-agent reinforcement learning-based system for financial portfolio management.

PloS one Feb 18, 2022
Financial portfolio management (PM) is one of the most applicable problems in reinforcement learning (RL) owing to its sequential decision-making nature. However, existing RL-based approaches rarely focus on scalability or reusability to adapt to the...
Reinforcement, Psychology Marketing Investments Deep Learning Humans Financial Management Decision Making
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Design of Financial Management Model Using the Forward Neural Network Based on Particle Swarm Optimization Algorithm.

Computational intelligence and neuroscience Jan 30, 2022
The financial crisis of listed companies will bring huge losses to investors, so it is very important to establish a financial early warning model for investors and other stakeholders. The forward neural network model of particle swarm optimization i...
Logistic Models Financial Management Algorithms Neural Networks, Computer
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Cluster-Based Mutual Fund Classification and Price Prediction Using Machine Learning for Robo-Advisors.

Computational intelligence and neuroscience Dec 17, 2021
The rise of FinTech has been meteoric in China. Investing in mutual funds through robo-advisor has become a new innovation in the wealth management industry. In recent years, machine learning, especially deep learning, has been widely used in the fin...
Cluster Analysis Machine Learning Financial Management Artificial Intelligence Algorithms
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Construction of Financial Management Early Warning Model Based on Improved Ant Colony Neural Network.

Computational intelligence and neuroscience Nov 23, 2021
With the advent of the era of economic globalization, the world capital market is also facing financial risks. It is necessary to have a corresponding financial management early warning model to reduce economic losses. This paper uses the combination...
Forecasting Neural Networks, Computer Algorithms Financial Management
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Loan default prediction of Chinese P2P market: a machine learning methodology.

Scientific reports Sep 21, 2021
Repayment failures of borrowers have greatly affected the sustainable development of the peer-to-peer (P2P) lending industry. The latest literature reveals that existing risk evaluation systems may ignore important signals and risk factors affecting ...
SARS-CoV-2 China Risk Factors Humans Machine Learning Pandemics COVID-19 Financial Management Internet Financing, Personal
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Diversity-driven knowledge distillation for financial trading using Deep Reinforcement Learning.

Neural networks : the official journal of the International Neural Network Society Mar 17, 2021
Deep Reinforcement Learning (RL) is increasingly used for developing financial trading agents for a wide range of tasks. However, optimizing deep RL agents is notoriously difficult and unstable, especially in noisy financial environments, significant...
Investments Financial Management Deep Learning
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