Raphael Paulo Beal Piovezan- PhD Student at University of São Paulo
Raphael Paulo Beal Piovezan
- PhD Student at University of São Paulo
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3
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Introduction
Current institution
Publications
Publications (3)
Machine learning methods with technical analysis indicators have gained traction, aiming to enhance decision-making within energy trading companies. This research assesses the effectiveness of several machine learning models, including linear regression, logistic regression, XGBoost, light gradient boosting machine, random forests, Gaussian naive B...
This article aims to propose and apply a machine learning method to analyze the direction of returns from exchange traded funds using the historical return data of its components, helping to make investment strategy decisions through a trading algorithm. In methodological terms, regression and classification models were applied, using standard data...
This article aims to propose and apply a machine learning method to analyze the direction of returns from Exchange Traded Funds (ETFs) using the historical return data of its components, helping to make investment strategy decisions through a trading algorithm. In methodological terms, regression and classification models were applied, using standa...
