Latest Articles for Finance

Deep learning models enhance financial time series analysis for better investment strategies.

Microfinance empowers the poor with financial support for better living and business opportunities.

Explore how fractional diffusion equations explain complex particle movements.

Explore the role of tempered fractional systems in mathematics and real-life applications.

Learn how causal graphs clarify the mysteries of predictive models.

Explore the intriguing world of harmonic measure and Brownian motion.

A look into RSDEs and their impact on decision-making in uncertain environments.

A new method enhances predictions of stock market volatility.

A closer look at understanding asset connections in finance.

MOFHEI transforms machine learning for better privacy and efficiency.

Learn how feature shifts can improve classification outcomes in various fields.

Explore the impact of news sentiment on stock volatility.

A deep dive into how speculation affects token prices in digital markets.

Discover how large language models are reshaping financial predictions.

Discover how TGNNs model changing data relationships over time.

FMGP improves DNN predictions by estimating uncertainty, crucial for high-stakes applications.

Bridge-type estimators help identify key variables in complex data efficiently.

Explore the significance and methods of Training Data Attribution in AI.

Explore the role of signed graphs in data science and advancements in GNNs.

Using geometry to improve predictions of asset price movements through covariance matrices.

A clear look at studying extreme events across multiple variables.

Learn how bootstrapping helps estimate uncertainty in statistics.

Exploring how random fields model unpredictable systems in nature and finance.

A new method streamlines how we measure sample quality in statistical analysis.

Learn how researchers tackle uncertainty in complex systems using optimal control methods.

Discover how IGA transforms financial derivative pricing methods.

Discover how new methods are improving predictions in uncertain dynamic environments.

Discover how sentiment analysis is transforming financial market predictions.

A fresh method simplifies complex nested integrals for better efficiency.

Discover how machine learning teaches computers to learn from data.

A new method protects sensitive information while enabling useful data analysis.

Higher Order Transformers enhance stock movement predictions using diverse data sources.

Discover STORM, a novel model combining space and time in stock analysis.

DumpyOS simplifies data series management with speed and accuracy.

Learn how to manage uncertainty in decision-making through optimal control methods.

Explore the world of stochastic differential equations and their complex dynamics.

Learn how reinforcement learning can optimize financial decision-making and strategies.

Discover how nonlocal operators impact various fields from medicine to finance.

Learn how randomness affects financial models and predictions.

Explore the significance of stable distributions in finance, weather, and behavior studies.