Kevin Michell Valencia

Orcid: 0000-0002-9047-8213

According to our database1, Kevin Michell Valencia authored at least 11 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
What if we intervene?: Higher-order cross-lagged causal model with interventional approach under observational design.
Neural Comput. Appl., August, 2024

2023
Estimation of causality in economic growth and expansionary policies using uplift modeling.
Neural Comput. Appl., June, 2023

Determining the gender wage gap through causal inference and machine learning models: evidence from Chile.
Neural Comput. Appl., May, 2023

2022
Electrical consumption forecasting: a framework for high frequency data.
Neural Comput. Appl., 2022

2021
Trading support system for portfolio construction using wisdom of artificial crowds and evolutionary computation.
Expert Syst. Appl., 2021

A causal framework to determine the effectiveness of dynamic quarantine policy to mitigate COVID-19.
Appl. Soft Comput., 2021

2020
Generating trading rules on US Stock Market using strongly typed genetic programming.
Soft Comput., 2020

Strongly-typed genetic programming and fuzzy inference system: An embedded approach to model and generate trading rules.
Appl. Soft Comput., 2020

Fleet optimization considering overcapacity and load sharing restrictions using genetic algorithms and ant colony optimization.
Artif. Intell. Eng. Des. Anal. Manuf., 2020

2019
Using Artificial Neural Networks to forecast Exchange Rate, including VAR-VECM residual analysis and prediction linear combination.
Intell. Syst. Account. Finance Manag., 2019

2018
A stock market risk forecasting model through integration of switching regime, ANFIS and GARCH techniques.
Appl. Soft Comput., 2018


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