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Profesor Asociado

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

Time Series Forecasting, Machine Learning, Computational Statistics, Pattern Recognition.

Ingeniero Civil en Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2014
Magíster en Ciencias de la Ingeniería Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2014
Doctor en Ingeniería Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2020

Profesor Part Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaíso, Chile

2011 - 2021
Profesor Part Time

PONTIFICIA UNIVERSIDAD CATOLICA DEL PERU

Facultad de Ciencias e Ingeniería

Lima, Peru

2019 - 2019
Profesor Other

UNIVERSIDAD ADOLFO IBANEZ

Facultad de Ingeniería y Ciencias

Viña del Mar, Chile

2009 - 2009
Profesor Asociado Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Facultad de Ciencias

Valparaíso, Chile

2021 - A la fecha

Consultor de Analítica Full Time

Kin Analytics

Lima, Peru

2018 - 2018
Consultor en Ciencia de Datos Other

Ariwonto

Lima, Peru

2019 - 2019

Beca de Pasantía Doctoral

CONICYT

Chile, 2016

Adjudicación de beca en Programa de Pasantías en el Extranjero para Investigadores y Profesionales del sector público y privado, convocatoria 2016, Programa en Energías, CONICYT y Ministerio de Energía, Chile.
Premio Maestro Destacado

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Chile, 2015

Premio por obtener excelentes evaluaciones docentes.


Long short-term memory networks based in echo state networks for wind speed forecasting LÃ³pez E.; Valle, C; Allende H.; Gil E. Article SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2018)
Wind Power Forecasting Based on Echo State Networks and Long Short-Term Memory López, Erick; Valle, Carlos; Allende, Héctor; Gil, Esteban; Madsen, Henrik Article ISI SCOPUS ENERGIES (2018)
A Machine Learning Method for High-Frequency Data Forecasting Lopez, Erick; Allende, Hector; Allende-Cid, Hector; BayroCorrochano, E; Hancock, E Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2014)


Comparison of Recurrent Neural Networks for Wind Power Forecasting Lopez, Erick; Valle, Carlos; Allende-Cid, Héctor; Allende, Héctor ConferencePaper (2020)
Efficient Training Over Long Short-Term Memory Networks for Wind Speed Forecasting Lòpez E.; Valle C.; Allende H.; Gil E. ConferencePaper ISI SCOPUS BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2017)
Recurrent Networks for Wind Speed Forecasting López, Erick; Valle, Carlos; Allende, Héctor ConferencePaper (2016)
An ensemble method for incremental classification in stationary and non-stationary environments Ã‘anculef R.; LÃ³pez E.; Allende, H.; Allende-Cid, H. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2011)