Volatility forecast using hybrid Neural Network models. - Werner Kristjanpoller; Anton Fadic; Marcel C. Minutolo (Expert Syst. Appl., 2014)

Gold price volatility: A forecasting approach using the Artificial Neural Network-GARCH model. - Werner Kristjanpoller; Marcel C. Minutolo (Expert Syst. Appl., 2015)

Forecasting volatility of oil price using an artificial neural network-GARCH model. - Werner Kristjanpoller; Marcel C. Minutolo (Expert Syst. Appl., 2016)

A hybrid volatility forecasting framework integrating GARCH, artificial neural network, technical analysis and principal components analysis. - Werner Kristjanpoller; Marcel C. Minutolo (Expert Syst. Appl., 2018)

A causal framework to determine the effectiveness of dynamic quarantine policy to mitigate COVID-19. - Werner Kristjanpoller; Kevin Michell Valencia; Marcel C. Minutolo (Appl. Soft Comput., 2021)

Trading support system for portfolio construction using wisdom of artificial crowds and evolutionary computation. - Werner Kristjanpoller; Kevin Michell Valencia; Marcel C. Minutolo; Prakash Dheeriya (Expert Syst. Appl., 2021)

Forecasting inflation in Latin American countries using a SARIMA-LSTM combination. - Rodrigo Peirano; Werner Kristjanpoller; Marcel C. Minutolo (Soft Comput., 2021)

Electrical consumption forecasting: a framework for high frequency data. - Kevin Michell Valencia; Werner Kristjanpoller; Marcel C. Minutolo (Neural Comput. Appl., 2022)

Market index price prediction using Deep Neural Networks with a Self-Similarity approach. - Carlos Mendoza; Werner Kristjanpoller; Marcel C. Minutolo (Appl. Soft Comput., 2023)

A hybrid model to forecast greenhouse gas emissions in Latin America. - Joaquin Caneo; Javier Scavia; Marcel C. Minutolo; Werner Kristjanpoller (Soft Comput., 2023)

Full Rank Voting: The Closest to Voting with Intensity of Preferences. - Luis G. Vargas; Marcel C. Minutolo (GDN, 2024)

What if we intervene?: Higher-order cross-lagged causal model with interventional approach under observational design. - Christopher Castro; Kevin Michell Valencia; Werner Kristjanpoller; Marcel C. Minutolo (Neural Comput. Appl., 2024)

Stock market index prediction using transformer neural network models and frequency decomposition. - Camilo Yañez; Werner Kristjanpoller; Marcel C. Minutolo (Neural Comput. Appl., 2024)

A predictive and explanatory model for remaining useful life of crushers using deep learning. - Fredy Kristjanpoller; Raymi Vásquez; Werner Kristjanpoller; Marcel C. Minutolo; Canek Jackson (Neural Comput. Appl., 2024)