Héctor Allende

Departamento de Informática, Universidad Técnica Federico Santa María, Valparaíso, Chile

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Papers104 papers

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Comparison of Recurrent Neural Networks for Wind Power Forecasting

Erick López,Carlos Valle,Héctor Allende-Cid,Héctor Allende

MCPR, pp.25-34, (2020)

EIBibtex

Fuzzy General Linear Modeling for Functional Magnetic Resonance Imaging Analysis

Alejandro Veloz,Claudio Moraga, Alejandro Weinstein,Luis Hernández-García,Steren Chabert, Rodrigo Salas, Rodrigo Riveros, Carlos Bennett,Héctor Allende

IEEE Transactions on Fuzzy Systems, no. 1 (2020): 100-111

Cited by1EIWOSBibtex

A Multi-Scale Model Based on the Long Short-Term Memory for Day Ahead Hourly Wind Speed Forecasting

Ignacio A. Araya,Carlos Valle,Héctor Allende

Pattern Recognition Letters, (2020): 333-340

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Improving Multiple Sclerosis Lesion Boundaries Segmentation by Convolutional Neural Networks with Focal Learning

Gustavo Ulloa,Alejandro Veloz,Héctor Allende-Cid,Héctor Allende

international conference on image analysis and recognition, pp.182-192, (2020)

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A Switched Control Strategy for Swing-Up and State Regulation for the Rotary Inverted Pendulum

Miguel A. Solis,Manuel Olivares,Héctor Allende

STUDIES IN INFORMATICS AND CONTROL, no. 1 (2019): 45-54

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Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module

Juan Pavez,Héctor Allende,Héctor Allende-Cid

meeting of the association for computational linguistics, (2018)

Cited by5EIBibtex

Batch Reinforcement Learning on a RoboCup SSL Keepaway Strategy Learning Problem

Franco Ollino, Miguel A. Solis,Héctor Allende

pp.11-17 (2018)

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Multi-horizon Scalable Wind Power Forecast System

Camilo Valenzuela,Héctor Allende,Carlos Valle

IWAIPR, pp.317-325, (2018)

EIBibtex

Wind Power Forecasting Based on Echo State Networks and Long Short-Term Memory

Erick López,Carlos Valle,Héctor Allende,Esteban Gil,Henrik Madsen

ENERGIES, no. 3 (2018): 526

Cited by7Bibtex

An Out of Sample Version of the EM Algorithm for Imputing Missing Values in Classification

Sergio Campos, Alejandro Veloz,Héctor Allende

CIARP, pp.194-202, (2018)

EIBibtex

LSTM-Based Multi-scale Model for Wind Speed Forecasting

Ignacio A. Araya,Carlos Valle,Héctor Allende

CIARP, pp.38-45, (2018)

EIBibtex

Regularization for Graph-Based Transfer Learning Text Classification

Cristián Serpell,Héctor Allende,Carlos Valle

CIARP, pp.849-856, (2018)

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LocalBoost: A Parallelizable Approach to Boosting Classifiers

Carlos Valle,Ricardo Ñanculef,Héctor Allende,Claudio Moraga

Neural Processing Letters, no. 1 (2018): 1-23

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Neural Networks for the Reconstruction and Separation of High Energy Particles in a Preshower Calorimeter

Juan Pavez,Hayk Hakobyan,Carlos Valle,William Brooks,Sergey Kuleshov,Héctor Allende

CIARP, pp.491-498, (2017)

EIBibtex

Long Short-Term Memory Networks Based in Echo State Networks for Wind Speed Forecasting

Erick López,Carlos Valle,Héctor Allende,Esteban Gil

CIARP, pp.347-355, (2017)

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The Problem of Centralizing Distributed Data Sources in the Regression Task

Héctor Allende-Cid,C. Moraga, Raúl Monge,Héctor Allende

international conference on pattern recognition, (2016)

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Soft Computing Applied to Distributed Regression with Context-Heterogeneity

Héctor Allende-Cid,Raúl Monge,Héctor Allende

JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, no. 3-5 (2016): 389-416

Cited by4EIBibtex

Efficient Training Over Long Short-Term Memory Networks for Wind Speed Forecasting

Erick López, Carlos Valle,Héctor Allende,Esteban Gil

CIARP, pp.409-416, (2016)

Cited by1EIBibtex

Covariate shift method using approximated density ratios

Carlos Valle,Héctor Allende, J. Pavez

international conference on pattern recognition, (2016)

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Recurrent networks for wind speed forecasting

E. Lopez, Carlos Valle,Héctor Allende

international conference on pattern recognition, (2016)

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Héctor AllendeBinding

Papers104 papers

Héctor Allende