An Introduction to Artificial Intelligence Applications in Mutual Fund Management
Mutual funds collect capital from multiple investors to purchase pooled baskets of stocks, bonds, and monetary assets.
FinBERT
Product · 6 documents
Key number
ninety percent
Share of financial institutions implementing AI solutions. Financial and credit activity problems of theory and practice p.2
Key number
695 documents
Total Scopus corpus size. Journal of Corporate Finance Research / Корпоративные Финансы p.3
Key number
86.8%
Macro-averaged F1 on risk dimensions. International journal of intelligent engineering and systems p.1
The Artificial Intelligence Revolution in Finance: From Algorithms to Strategic Solutions
The study identifies four stages of AI evolution in finance: algorithmic-rule, machine learning, deep learning, and generative-strategic.
Generative AI in Finance: Mapping the Emerging Convergence of Quantitative Trading, Robo-Advisory, and Blockchain Markets
The study analyzes a bibliometric dataset of 695 English-language Scopus records published between 2023 and 2025 to map the intellectual structure of GenAI in finance.
X-FCA: Diagnosing Explanatory Decoupling in Financial Information Systems via Counterfactual XAI and Conformal Prediction
The X-FCA framework was established to audit financial language models over a harmonized master corpus of 177,965 microblogs across Cryptocurrency, Traditional Finance, and Institutional sources.
Bitcoin Trend Prediction Using Bitcoin Influence Index Weighted Sentiment and Hybrid Ensemble Learning
This study proposes the Bitcoin Influence Index (BII) to weight social media sentiment using four influence dimensions: Reach, Credibility, Activity, and Content Influence.
RiskPercept-X: Explainable Transaction-Level Prediction of Investor-Perceived Risk on E-Investment Platforms
RiskPercept-X achieves 89.0% accuracy and 86.8% macro-averaged F1 on risk dimensions on a temporally held-out split.