Werner Kristjanpoller

VLDB 2026 Research / reviewers in the wild / expert

dblp:140/1596 · DBLP profile ↗

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20ranked-venue papers

9as first author

11since 2021 · last 2026

0000-0002-5878-072XORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 19 · 9 first-author · 11 since 2021Graphics, computer vision, multimedia, augmented reality and games · 1

Year	Publication	Venue	Position
2026	PM2.5 forecasting: A comparative study of transfer learning with transformer models and panel data approaches for country-level predictions Werner Kristjanpoller, Alejandra Lopez, Felipe Mora, Marcel C. Minutolo	Expert Syst. Appl.	1
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.	3
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.	3
2024	Stock market index prediction using transformer neural network models and frequency decomposition Camilo Yañez, Werner Kristjanpoller, Marcel C. Minutolo	Neural Comput. Appl.	2
2023	Estimation of causality in economic growth and expansionary policies using uplift modeling Cristhian Bermeo, Kevin Michell Valencia, Werner Kristjanpoller	Neural Comput. Appl.	3
2023	Determining the gender wage gap through causal inference and machine learning models: evidence from Chile Werner Kristjanpoller, Kevin Michell Valencia, Josephine E. Olson	Neural Comput. Appl.	1
2023	A hybrid model to forecast greenhouse gas emissions in Latin America Joaquin Caneo, Javier Scavia, Marcel C. Minutolo, Werner Kristjanpoller	Soft Comput.	4
2022	An empirical application of a hybrid ANFIS model to predict household over-indebtedness Werner Kristjanpoller, Nicole Astudillo, Josephine E. Olson	Neural Comput. Appl.	1
2022	Electrical consumption forecasting: a framework for high frequency data Kevin Michell Valencia, Werner Kristjanpoller, Marcel C. Minutolo	Neural Comput. Appl.	2
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.	1
2021	Forecasting inflation in Latin American countries using a SARIMA-LSTM combination Rodrigo Peirano, Werner Kristjanpoller, Marcel C. Minutolo	Soft Comput.	2
2020	Effects of the validation set on stock returns forecasting Tomas Jerez, Werner Kristjanpoller	Expert Syst. Appl.	2
2020	Gold volatility prediction using a CNN-LSTM approach Andrés Vidal, Werner Kristjanpoller	Expert Syst. Appl.	2
2020	Generating trading rules on US Stock Market using strongly typed genetic programming Kevin Michell Valencia, Werner Kristjanpoller	Soft Comput.	2
2018	A hybrid volatility forecasting framework integrating GARCH, artificial neural network, technical analysis and principal components analysis Werner Kristjanpoller, Marcel C. Minutolo	Expert Syst. Appl.	1
2017	Volatility of main metals forecasted by a hybrid ANN-GARCH model with regressors Werner Kristjanpoller, Esteban Hernández	Expert Syst. Appl.	1
2016	Forecasting volatility of oil price using an artificial neural network-GARCH model Werner Kristjanpoller, Marcel C. Minutolo	Expert Syst. Appl.	1
2015	An Online Vector Error Correction Model for Exchange Rates Forecasting Paola Arce, Jonathan Antognini, Werner Kristjanpoller, Luis Salinas	ICPRAM (2)	3
2015	Gold price volatility: A forecasting approach using the Artificial Neural Network-GARCH model Werner Kristjanpoller, Marcel C. Minutolo	Expert Syst. Appl.	1
2014	Volatility forecast using hybrid Neural Network models Werner Kristjanpoller, Anton Fadic, Marcel C. Minutolo	Expert Syst. Appl.	1