Carlos Valle

发表

Claudio Moraga, Héctor Allende, Ricardo Ñanculef, 2005, IDA.

Multi-horizon Scalable Wind Power Forecast System

Héctor Allende, Carlos Valle, Camilo Valenzuela, 2018, IWAIPR.

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

William Brooks, Héctor Allende, Carlos Valle, 2017, CIARP.

Ad-hoc Information Retrieval based on Boosted Latent Dirichlet Allocated Topics

Carlos Valle, Marcelo Mendoza, Pablo Ormeño, 2018, 2018 37th International Conference of the Chilean Computer Science Society (SCCC).

Training regression ensembles by sequential target correction and resampling

Claudio Moraga, Héctor Allende, Ricardo Ñanculef, 2012, Inf. Sci..

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

Esteban Gil, Héctor Allende, Carlos Valle, 2017, CIARP.

Improving the Weighted Distribution Estimation for AdaBoost Using a Novel Concurrent Approach

Claudio Moraga, Rodrigo Salas, Héctor Allende, 2015, IDC.

LocalBoost: A Parallelizable Approach to Boosting Classifiers

Claudio Moraga, Héctor Allende, Ricardo Ñanculef, 2018, Neural Processing Letters.

Ensemble Methods for Time Series Forecasting

Héctor Allende, Carlos Valle, H. Allende, 2017 .

Robust Asymmetric Adaboost

Héctor Allende, Carlos Valle, Héctor Allende-Cid, 2012, CIARP.

LSTM-Based Multi-scale Model for Wind Speed Forecasting

Héctor Allende, Carlos Valle, Ignacio A. Araya, 2018, CIARP.

Moderated Innovations in Self-poised Ensemble Learning

Claudio Moraga, Héctor Allende, Ricardo Ñanculef, 2005, CIS.

Behavior analysis of neural network ensemble algorithm on a virtual machine cluster

Héctor Allende, Carlos Valle, César Fernández, 2011, Neural Computing and Applications.

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

Esteban Gil, Héctor Allende, Carlos Valle, 2016, CIARP.

Mars Pre-aerocapture GNC functional and real time performance

Carlos Valle, Luis F. Penin, Pedro Palomo, 2012 .

Bagging with Asymmetric Costs for Misclassified and Correctly Classified Examples

Claudio Moraga, Héctor Allende, Ricardo Ñanculef, 2007, CIARP.

Boosting Collaborative Filters for Drug-Target Interaction Prediction

Ricardo Ñanculef, Carlos Valle, Cristian M. Orellana, 2018, CIARP.

Ensemble Learning with Local Diversity

Claudio Moraga, Héctor Allende, Ricardo Ñanculef, 2006, ICANN.

Recurrent networks for wind speed forecasting

Héctor Allende, Carlos Valle, E. Lopez, 2016, ICPR 2016.

Regularization for Graph-Based Transfer Learning Text Classification

Héctor Allende, Carlos Valle, Cristián Serpell, 2018, CIARP.

Two Bagging Algorithms with Coupled Learners to Encourage Diversity

Claudio Moraga, Héctor Allende, Ricardo Ñanculef, 2007, IDA.

Probabilistic Forecasting Using Monte Carlo Dropout Neural Networks

Héctor Allende, Carlos Valle, Cristián Serpell, 2019, CIARP.

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

Henrik Madsen, Esteban Gil, Héctor Allende, 2018 .

Parallel Approach for Ensemble Learning with Locally Coupled Neural Networks

Raúl Monge, Héctor Allende, Carlos Valle, 2010, Neural Processing Letters.

Boosting Text Clustering using Topic Selection

Carlos Valle, Marcelo Mendoza, Pablo Ormeno, 2018, ICPR 2018.

Evaluating Imputation Techniques for Missing Data in ADNI: A Patient Classification Study

Daniel Rueckert, Héctor Allende, Carlos Valle, 2015, CIARP.

A Multi-Scale Model based on the Long Short-Term Memory for day ahead hourly wind speed forecasting

Héctor Allende, Ignacio Araya, Carlos Valle, 2020, Pattern Recognit. Lett..

Development of an Advanced Analytics DataMart for Machine Learning, Effectiveness Research, and Population Health Trends

Carlos Valle, Chintan Bhatt, Lourdes Rojas, 2019 .

Local Negative Correlation with Resampling

Claudio Moraga, Héctor Allende, Ricardo Ñanculef, 2006, IDEAL.

Topic Models Ensembles for AD-HOC Information Retrieval

Carlos Valle, Marcelo Mendoza, Pablo Ormeño, 2021, Inf..

A Heterogeneous 1D Convolutional Architecture for Urban Photovoltaic Estimation

Héctor Allende, Carlos Valle, Alvaro Valderrama, 2021, ICIC.