AIMC Topic: Financial Management

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Microfinance institutions failure prediction in emerging countries, a machine learning approach.

PloS one Apr 24, 2025
This study is about what matters: predicting when microfinance institutions might fail, especially in places where financial stability is closely linked to economic inclusion. The challenge? Creating something practical and usable. The Adjusted Gross...
Humans Machine Learning Financial Management Peru Developing Countries
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Artificial Intelligence and Finance: A bibliometric review on the Trends, Influences, and Research Directions.

F1000Research Jan 23, 2025
BACKGROUND: This bibliometric study examines the intersection of artificial intelligence (AI) and finance, providing a comprehensive analysis of its evolution, central themes, and avenues for further exploration. The study aims to uncover the theoret...
Humans Artificial Intelligence Bibliometrics Financial Management
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Explainable post hoc portfolio management financial policy of a Deep Reinforcement Learning agent.

PloS one Jan 16, 2025
Financial portfolio management investment policies computed quantitatively by modern portfolio theory techniques like the Markowitz model rely on a set of assumptions that are not supported by data in high volatility markets such as the technological...
Deep Learning Financial Management Reinforcement, Psychology Humans Reinforcement Machine Learning Algorithms Models, Economic Investments
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Comprehensive financial health assessment using Advanced machine learning techniques: Evidence based on private companies listed on ChiNext.

PloS one Dec 12, 2024
This study develops a specific and measurable framework for assessing the financial health (FH) of privately-owned companies listed on ChiNext, aimed at identifying financially sound enterprises and helping investors avoid losses caused by financial ...
Humans Investments Financial Management Machine Learning Private Sector Models, Economic China
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Period-aggregated transformer for learning latent seasonalities in long-horizon financial time series.

PloS one Aug 8, 2024
Fluctuations in the financial market are influenced by various driving forces and numerous factors. Traditional financial research aims to identify the factors influencing stock prices, and existing works construct a common neural network learning fr...
Seasons Models, Economic Investments Time Factors Financial Management Algorithms Humans Neural Networks, Computer
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Machine learning in internet financial risk management: A systematic literature review.

PloS one Apr 16, 2024
Internet finance has permeated into myriad households, bringing about lifestyle convenience alongside potential risks. Presently, internet finance enterprises are progressively adopting machine learning and other artificial intelligence methods for r...
Algorithms Risk Management Machine Learning Internet Financial Management Humans
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The impact of austerity on children: Uncovering effect heterogeneity by political, economic, and family factors in low- and middle-income countries.

Social science research Dec 30, 2023
Which children are most vulnerable when their government imposes austerity? Research tends to focus on either the political-economic level or the family level. Using a sample of nearly two million children in 67 countries, this study synthesizes theo...
Socioeconomic Factors Educational Status Developing Countries Poverty Humans Financial Management Child
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Construction and Application of the Financial Early-Warning Model Based on the BP Neural Network.

Computational intelligence and neuroscience Oct 13, 2022
In order to further improve the early-warning effect of enterprise financial crisis management and reduce the occurrence of enterprise financial crisis, by taking listed companies as examples and combining the operating conditions of listed companies...
Algorithms Logistic Models Neural Networks, Computer Financial Management
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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 ...
Investments Industry Deep Learning Financial Management Technology
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AI-Based Prediction of Capital Structure: Performance Comparison of ANN SVM and LR Models.

Computational intelligence and neuroscience Sep 19, 2022
Capital structure is an integral part of the corporate finance that sources the funds to finance growth and operations. Managers always have to maintain value of the firm to be higher than the cost of capital in order to maximize the shareholders wea...
Support Vector Machine Financial Management Solvents Neural Networks, Computer
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