Explainable AI With Imbalanced Learning Strategies for Blockchain Transaction Fraud Detection
Research methodology pipeline for blockchain fraud detection. ABSTRACT Blockchain networks now support billions of dollars in daily transactions, making reliable and transparent fraud detection essential for maintaining user trust and financial stability.
Ahmed Abbas Jasim Al‐Hchaimi +2 more
wiley +1 more source
AI-enhanced multi-timescale optimization strategy for virtual power plants: Advancing losad forecasting and dynamic demand response integration. [PDF]
Xu G +5 more
europepmc +1 more source
Deep Learning and Econometric Time Series Analysis: An Assessment of Daily Return Forecasts
ABSTRACT We provide an in‐depth assessment of univariate financial time series analysis via machine learning followed by a thorough discussion beyond the discussion on daily return predictability. We simulate economic time series and present an in‐depth assessment of relevant hyperparameter tuning and study the ability of competing deep learning ...
Theo Berger
wiley +1 more source
An LSTM-based optimization algorithm for enhancing quantitative arbitrage trading. [PDF]
Han G, Li H.
europepmc +1 more source
The application of Ornstein-Uhlenbeck Process model and ARCH/GARCH model in statistical arbitrage
Jianbo Wang, Jianyang Fang
openalex +1 more source
Mean-Reverting Statistical Arbitrage in Crude Oil Markets
Viviana Fanelli
openalex +1 more source
Tick Size, Lot Size, and Liquidity in Futures Trading
ABSTRACT Futures are standardized and heavily regulated contracts, and these features make futures trading possible at liquid secondary markets. However, regulations constrain futures trading at discrete prices and quantities by imposing a minimum tick size and a minimum lot size.
Lars L. Nordén +2 more
wiley +1 more source
Temporally consistent tri ledger settlement enables robust and noncontestable coordination in interprovincial power systems. [PDF]
Ma X, Lv S, Hu W, Huang C, Tan Z.
europepmc +1 more source
Application of Black-Litterman Bayesian in Statistical Arbitrage [PDF]
Qiqin Zhou
openalex +1 more source

