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2020 – today
- 2024
[j11]Christopher Castro, Kevin Michell Valencia, Werner Kristjanpoller
, Marcel C. Minutolo:
What if we intervene?: Higher-order cross-lagged causal model with interventional approach under observational design. Neural Comput. Appl. 36(24): 15075-15090 (2024)- 2023
- [j10]Werner Kristjanpoller, Kevin Michell Valencia, Josephine E. Olson:
Determining the gender wage gap through causal inference and machine learning models: evidence from Chile. Neural Comput. Appl. 35(13): 9841-9863 (2023) - [j9]Cristhian Bermeo, Kevin Michell Valencia, Werner Kristjanpoller:
Estimation of causality in economic growth and expansionary policies using uplift modeling. Neural Comput. Appl. 35(18): 13631-13645 (2023) - 2022
- [j8]Kevin Michell Valencia, Werner Kristjanpoller, Marcel C. Minutolo:
Electrical consumption forecasting: a framework for high frequency data. Neural Comput. Appl. 34(7): 5577-5586 (2022) - 2021
- [j7]Werner Kristjanpoller, Kevin Michell Valencia, Marcel C. Minutolo:
A causal framework to determine the effectiveness of dynamic quarantine policy to mitigate COVID-19. Appl. Soft Comput. 104: 107241 (2021) - [j6]Werner Kristjanpoller, Kevin Michell Valencia, Marcel C. Minutolo, Prakash Dheeriya:
Trading support system for portfolio construction using wisdom of artificial crowds and evolutionary computation. Expert Syst. Appl. 177: 114943 (2021) - 2020
- [j5]Fredy Kristjanpoller, Kevin Michell Valencia, Werner Kristjanpoller, Adolfo Crespo:
Fleet optimization considering overcapacity and load sharing restrictions using genetic algorithms and ant colony optimization. Artif. Intell. Eng. Des. Anal. Manuf. 34(1): 104-113 (2020) - [j4]Kevin Michell Valencia, Werner Kristjanpoller:
Strongly-typed genetic programming and fuzzy inference system: An embedded approach to model and generate trading rules. Appl. Soft Comput. 90: 106169 (2020) - [j3]Kevin Michell Valencia, Werner Kristjanpoller:
Generating trading rules on US Stock Market using strongly typed genetic programming. Soft Comput. 24(5): 3257-3274 (2020)
2010 – 2019
- 2019
- [j2]Alejandro Parot, Kevin Michell Valencia, Werner Kristjanpoller:
Using Artificial Neural Networks to forecast Exchange Rate, including VAR-VECM residual analysis and prediction linear combination. Intell. Syst. Account. Finance Manag. 26(1): 3-15 (2019) - 2018
- [j1]Werner Kristjanpoller, Kevin Michell Valencia:
A stock market risk forecasting model through integration of switching regime, ANFIS and GARCH techniques. Appl. Soft Comput. 67: 106-116 (2018)
Coauthor Index
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