Kevin Michell Valencia

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
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
Determining the gender wage gap through causal inference and machine learning models: evidence from Chile.
Neural Comput. Appl.
Werner Kristjanpoller, Kevin Michell Valencia, Josephine E. Olson
2023 J jnl
Estimation of causality in economic growth and expansionary policies using uplift modeling.
Neural Comput. Appl.
Cristhian Bermeo, Kevin Michell Valencia, Werner Kristjanpoller
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
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
2020 J jnl
Fleet optimization considering overcapacity and load sharing restrictions using genetic algorithms and ant colony optimization.
Artif. Intell. Eng. Des. Anal. Manuf.
Fredy Kristjanpoller, Kevin Michell Valencia, Werner Kristjanpoller, Adolfo Crespo
2020 J jnl
Generating trading rules on US Stock Market using strongly typed genetic programming.
Soft Comput.
Kevin Michell Valencia, Werner Kristjanpoller
2020 J jnl
Strongly-typed genetic programming and fuzzy inference system: An embedded approach to model and generate trading rules.
Appl. Soft Comput.
Kevin Michell Valencia, Werner Kristjanpoller
2019 J jnl
Using Artificial Neural Networks to forecast Exchange Rate, including VAR-VECM residual analysis and prediction linear combination.
Intell. Syst. Account. Finance Manag.
Alejandro Parot, Kevin Michell Valencia, Werner Kristjanpoller
2018 J jnl
A stock market risk forecasting model through integration of switching regime, ANFIS and GARCH techniques.
Appl. Soft Comput.
Werner Kristjanpoller, Kevin Michell Valencia