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Leonardo Felizardo
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Comparative study of bitcoin price prediction using wavenets, recurrent neural networks and other machine learning methods
L Felizardo, R Oliveira, E Del-Moral-Hernandez, F Cozman
2019 6th International Conference on Behavioral, Economic and Socio-Cultural …, 2019
332019
Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market
LK Felizardo, FCL Paiva, C de Vita Graves, EY Matsumoto, AHR Costa, ...
Expert Systems with Applications 202, 117259, 2022
132022
Simulation-Based Inventory Management of Perishable Products Via Linear Discrete Choice Models
DG Gioia, LK Felizardo, P Brandimarte
Computer & Operations Research 153, 106270, 2023
92023
Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning Approach
FCL Paiva, LK Felizardo, RAC Bianchi, AHR Costa
ICAIF '21: Proceedings of the Second ACM International Conference on AI in …, 2021
8*2021
Inventory management of vertically differentiated perishable products with stock-out based substitution
DG Gioia, LK Felizardo, P Brandimarte
IFAC-PapersOnLine 55 (10), 2683-2688, 2022
32022
Deep learning stacking for financial time series forecasting: an analysis with synthetic and real-world time series
EF Urbinate, LK Felizardo, E Del-Moral-Hernandez
11th Brazilian Conference on Intelligent Systems (BRACIS), 2022
22022
A study on neural network architecture applied to the prediction of Brazilian stock returns
L Felizardo, A Pinto
arXiv preprint arXiv:1901.09143, 2019
22019
Reinforcement Learning Applied to Trading Systems: A Survey
LK Felizardo, FCL Paiva, AHR Costa, E Del-Moral-Hernandez
arXiv preprint arXiv:2212.06064, 2022
12022
Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise
LK Felizardo, E Matsumoto, E Del-Moral-Hernandez
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
12022
Um estudo sobre arquitetura de redes neurais aplicado a previsão do retorno de ações brasileiras (Dissertação de Mestrado)
LK Felizardo
12017
Reinforcement learning approaches for the stochastic discrete lot-sizing problem on parallel machines
LK Felizardo, E Fadda, E Del-Moral-Hernandez, P Brandimarte
Expert Systems with Applications 246, 123036, 2024
2024
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