Marcel C. Minutolo

16 papers Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep transformer Q-learning based reinforcement learning for portfolio optimization of cryptocurrencies.
Appl. Soft Comput.
Matias Zepeda, Werner Kristjanpoller, Marcel C. Minutolo
2026 J jnl
PM2.5 forecasting: A comparative study of transfer learning with transformer models and panel data approaches for country-level predictions.
Expert Syst. Appl.
Werner Kristjanpoller, Alejandra Lopez, Felipe Mora, Marcel C. Minutolo
2024 J jnl
A predictive and explanatory model for remaining useful life of crushers using deep learning.
Neural Comput. Appl.
Fredy Kristjanpoller, Raymi Vásquez, Werner Kristjanpoller, Marcel C. Minutolo, Canek Jackson
2024 — conf
Full Rank Voting: The Closest to Voting with Intensity of Preferences.
GDN
Luis G. Vargas, Marcel C. Minutolo
2024 J jnl
Stock market index prediction using transformer neural network models and frequency decomposition.
Neural Comput. Appl.
Camilo Yañez, Werner Kristjanpoller, Marcel C. Minutolo
2024 J jnl
What if we intervene?: Higher-order cross-lagged causal model with interventional approach under observational design.
Neural Comput. Appl.
Christopher Castro, Kevin Michell Valencia, Werner Kristjanpoller, Marcel C. Minutolo
2023 J jnl
A hybrid model to forecast greenhouse gas emissions in Latin America.
Soft Comput.
Joaquin Caneo, Javier Scavia, Marcel C. Minutolo, Werner Kristjanpoller
2023 J jnl
Market index price prediction using Deep Neural Networks with a Self-Similarity approach.
Appl. Soft Comput.
Carlos Mendoza, Werner Kristjanpoller, Marcel C. Minutolo
2022 J jnl
Electrical consumption forecasting: a framework for high frequency data.
Neural Comput. Appl.
Kevin Michell Valencia, Werner Kristjanpoller, Marcel C. Minutolo
2021 J jnl
A causal framework to determine the effectiveness of dynamic quarantine policy to mitigate COVID-19.
Appl. Soft Comput.
Werner Kristjanpoller, Kevin Michell Valencia, Marcel C. Minutolo
2021 J jnl
Forecasting inflation in Latin American countries using a SARIMA-LSTM combination.
Soft Comput.
Rodrigo Peirano, Werner Kristjanpoller, Marcel C. Minutolo
2021 J jnl
Trading support system for portfolio construction using wisdom of artificial crowds and evolutionary computation.
Expert Syst. Appl.
Werner Kristjanpoller, Kevin Michell Valencia, Marcel C. Minutolo, Prakash Dheeriya
2018 J jnl
A hybrid volatility forecasting framework integrating GARCH, artificial neural network, technical analysis and principal components analysis.
Expert Syst. Appl.
Werner Kristjanpoller, Marcel C. Minutolo
2016 J jnl
Forecasting volatility of oil price using an artificial neural network-GARCH model.
Expert Syst. Appl.
Werner Kristjanpoller, Marcel C. Minutolo
2015 J jnl
Gold price volatility: A forecasting approach using the Artificial Neural Network-GARCH model.
Expert Syst. Appl.
Werner Kristjanpoller, Marcel C. Minutolo
2014 J jnl
Volatility forecast using hybrid Neural Network models.
Expert Syst. Appl.
Werner Kristjanpoller, Anton Fadic, Marcel C. Minutolo