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Werner David Kristjanpoller Rodriguez

Profesor Jornada Completa

Universidad Santa Maria

Valparaiso, Chile

Finanzas; Econometría; Inteligencia Artificial.

Profesor Adjunto Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaiso, Chile

2000 - 2020


ASO Author Reflections: Surgical Wisdom in the Artificial Intelligence Era: Predicting Futility in Gallbladder Cancer Serenari, Matteo; Rivera, Belen; Kristjanpoller, Werner; Vega, Eduardo A. Article ISI SCOPUS Annals of Surgical Oncology (2025)
Comparison of the asymmetric multifractal behavior of green and US bonds against benchmark financial assets Kristjanpoller, Werner Article ISI SCOPUS Financial Innovation (2025)
Incorporating causal notions to forecasting time series: a case study Kristjanpoller, Werner Article ISI SCOPUS Financial Innovation (2025)
Optimizing Outcomes in Gallbladder Cancer: Identifying Predictors of Futile Up-Front Surgery in a Global Multi-center Study Serenari, Matteo; Berti, Davide; Rivera, Belen; Newhook, Timothy E.; Kristjanpoller, Werner; Ruzzenente, Andrea; Okuno, Masayuki; De Bellis, Mario; Panettieri, Elena; Ahmad, M. Usman; et al. Article ISI SCOPUS Annals of Surgical Oncology (2025)
A Cyborg Walk for Urban Analysis? From Existing Walking Methodologies to the Integration of Machine Learning Nilo, Cristobal; Ponce-Mendez, Javiera; Kristjanpoller, Werner Article ISI SCOPUS Land (2024)
A hybrid econometrics and machine learning based modeling of realized volatility of natural gas Article ISI SCOPUS Financial Innovation (2024)
A multi-head attention neural network with non-linear correlation approach for time series causal discovery Irribarra, Nicolas; Kristjanpoller, Werner Article ISI SCOPUS Applied Soft Computing (2024)
Blockchain ETFs and the cryptocurrency and Nasdaq markets: Multifractal and asymmetric cross-correlations Kristjanpoller, Werner; Nekhili, Ramzi; Bouri, Elie Article ISI SCOPUS Physica A: Statistical Mechanics and its Applications (2024)
Day of the Week Effect on the World Exchange Rates through Fractal Analysis Kristjanpoller, Werner Article ISI SCOPUS Fractal and Fractional (2024)
Deep reinforcement learning applied to statistical arbitrage investment strategy on cryptomarket Vergara, Gabriel; Kristjanpoller, Werner Article ISI SCOPUS Applied Soft Computing (2024)
Ethereum futures and the efficiency of cryptocurrency spot markets Kristjanpoller, Werner Article ISI SCOPUS Physica A: Statistical Mechanics and its Applications (2024)
How the effective reproductive number impacts global stock markets Kristjanpoller, Werner Article ISI SCOPUS International Journal of Finance and Economics (2024)
A hybrid model to forecast greenhouse gas emissions in Latin America Caneo, Joaquin; Kristjanpoller, Werner Article ISI SCOPUS Soft Computing (2023)
ASYMMETRIC MULTIFRACTAL CROSS-CORRELATION DYNAMICS BETWEEN FIAT CURRENCIES AND CRYPTOCURRENCIES Kristjanpoller, Werner; Tabak, Benjamin Miranda Article ISI SCOPUS Fractals (2023)
Determining the gender wage gap through causal inference and machine learning models: evidence from Chile Kristjanpoller, Werner Article ISI SCOPUS Neural Computing and Applications (2023)
Estimation of causality in economic growth and expansionary policies using uplift modeling Bermeo, Cristhian; Kristjanpoller, Werner Article ISI SCOPUS Neural Computing and Applications (2023)
Market index price prediction using Deep Neural Networks with a Self-Similarity approach Kristjanpoller, Werner Article ISI SCOPUS Applied Soft Computing (2023)
An empirical application of a hybrid ANFIS model to predict household over-indebtedness Kristjanpoller, Werner; Astudillo, Nicole; Olson, Josephine E. Article ISI Neural Computing and Applications (2022)
Causal treatment effects in time series: CO2 emissions and energy consumption effect on GDP Llanos, Cristian; Kristjanpoller, Werner Article ISI Energy (2022)
Electrical consumption forecasting: a framework for high frequency data Kristjanpoller, Werner Article ISI Neural Computing and Applications (2022)
EXAMINING THE FRACTAL MARKET HYPOTHESIS CONSIDERING DAILY AND HIGH FREQUENCY FOR CRYPTOCURRENCY ASSETS Kristjanpoller, Werner; Fernandes, Leonardo H. S.; Tabak, Benjamin M. Article ISI Fractals (2022)
High Frequency and Dynamic Pairs Trading with Ant Colony Optimization Cerda J.; Rojas-Morales N.; Minutolo M.C.; Kristjanpoller W. Article ISI Computational Economics (2022)
Impact of COVID-19 effective reproductive rate on cryptocurrency Kristjanpoller, Werner; Dheeriya, Prakash Article ISI Financial Innovation (2022)
Long-run economic and social determinants of the ecological footprint of latin america: a panel causality approach Castro, Christopher; Kristjanpoller, Werner Article ISI Environmental Science and Pollution Research (2022)
Análisis del Efecto Día de Semana en los principales mercados accionarios latinoamericanos: una aproximación mediante el criterio de Dominancia Estocástica Kristjanpoller, Werner; Muñoz, Roberto E Article SCIELO ESTUDIOS DE ECONOMIA (2012)

Werner Kristjanpoller

Profesor Jornada Completa

Universidad Santa Maria

Valparaiso, Chile

Marcos Zúñiga

Assistant Professor

Electrónica

UNIVERSIDAD TÉCNICA FEDERICO SANTA MARIA

Valparaíso, Chile

Nicolas Valenzuela

Profesor Asistente

Departamento de Arquitectura

Universidad Técnica Federico Santa María

Santiago, Chile

Nicolás Rojas

INVESTIGADOR JOVEN

INFORMATICA

Universidad Técnica Federico Santa María

VALPARAISO, Chile

Nicolás Torres

Profesor

Electrónica

Universidad Técnica Federico Santa María

Santiago, Chile

Nicolás Gálvez

Académico

Electrónica

Universidad Técnica Federico Santa María

Santiago, Chile

Werner David Kristjanpoller Rodriguez

Líneas de Investigación

Educación

Experiencia Académica

Profesor Adjunto Full Time

Article (25)

ASO Author Reflections: Surgical Wisdom in the Artificial Intelligence Era: Predicting Futility in Gallbladder Cancer

Comparison of the asymmetric multifractal behavior of green and US bonds against benchmark financial assets

Incorporating causal notions to forecasting time series: a case study

Optimizing Outcomes in Gallbladder Cancer: Identifying Predictors of Futile Up-Front Surgery in a Global Multi-center Study

A Cyborg Walk for Urban Analysis? From Existing Walking Methodologies to the Integration of Machine Learning

A hybrid econometrics and machine learning based modeling of realized volatility of natural gas

A multi-head attention neural network with non-linear correlation approach for time series causal discovery

Blockchain ETFs and the cryptocurrency and Nasdaq markets: Multifractal and asymmetric cross-correlations

Day of the Week Effect on the World Exchange Rates through Fractal Analysis

Deep reinforcement learning applied to statistical arbitrage investment strategy on cryptomarket

Ethereum futures and the efficiency of cryptocurrency spot markets

How the effective reproductive number impacts global stock markets

A hybrid model to forecast greenhouse gas emissions in Latin America

ASYMMETRIC MULTIFRACTAL CROSS-CORRELATION DYNAMICS BETWEEN FIAT CURRENCIES AND CRYPTOCURRENCIES

Determining the gender wage gap through causal inference and machine learning models: evidence from Chile

Estimation of causality in economic growth and expansionary policies using uplift modeling

Market index price prediction using Deep Neural Networks with a Self-Similarity approach

An empirical application of a hybrid ANFIS model to predict household over-indebtedness

Causal treatment effects in time series: CO2 emissions and energy consumption effect on GDP

Electrical consumption forecasting: a framework for high frequency data

EXAMINING THE FRACTAL MARKET HYPOTHESIS CONSIDERING DAILY AND HIGH FREQUENCY FOR CRYPTOCURRENCY ASSETS

High Frequency and Dynamic Pairs Trading with Ant Colony Optimization

Impact of COVID-19 effective reproductive rate on cryptocurrency

Long-run economic and social determinants of the ecological footprint of latin america: a panel causality approach

Análisis del Efecto Día de Semana en los principales mercados accionarios latinoamericanos: una aproximación mediante el criterio de Dominancia Estocástica

Werner Kristjanpoller

Marcos Zúñiga

Nicolas Valenzuela

Nicolás Rojas

Nicolás Torres

Nicolás Gálvez