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arXiv · arXiv q-fin · 2025

Technical Analysis Meets Machine Learning: Bitcoin Evidence

In this note, we compare Bitcoin trading performance using two machine learning models-Light Gradient Boosting Machine (LightGBM) and Long Short-Term Memory (LSTM)-and two technical analysis-based strategies: Exponential Moving Average (EMA) crossover and a combination of Moving Average Convergence/Divergence with the Average Directional Index (MACD+ADX). The objective is to evaluate how trading signals can be used t

José Ángel Islas Anguiano, Andrés García-Medina
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