openalexZenodo (CERN European Organization for Nuclear Research)2026-07-25
Event-Based Prediction of Liquidity Sweep Dynamics in XAUUSD Using Machine Learning
This paper develops a machine learning framework for detecting and predicting liquidity sweep events in XAUUSD using event-based market microstructure analysis. Using 15-minute data from 2014–2024, the study formalizes liquidity sweeps as a binary classification problem evaluated…