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Carlos Valle
Carlos Valle
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Citado por
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Año
Wind power forecasting based on echo state networks and long short-term memory
E López, C Valle, H Allende, E Gil, H Madsen
Energies 11 (3), 526, 2018
1142018
Automating configuration of convolutional neural network hyperparameters using genetic algorithm
F Johnson, A Valderrama, C Valle, B Crawford, R Soto, R Ñanculef
IEEE Access 8, 156139-156152, 2020
402020
Evaluating imputation techniques for missing data in ADNI: a patient classification study
S Campos, L Pizarro, C Valle, KR Gray, D Rueckert, H Allende
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2015
362015
Ensemble methods for time series forecasting
H Allende, C Valle
Claudio Moraga: A passion for multi-valued logic and soft computing, 217-232, 2017
302017
A Multi-Scale Model based on the Long Short-Term Memory for day ahead hourly wind speed forecasting
IA Araya, C Valle, H Allende
Pattern Recognition Letters 136, 333-340, 2020
252020
Parallel approach for ensemble learning with locally coupled neural networks
C Valle, F Saravia, H Allende, R Monge, C Fernández
Neural processing letters 32, 277-291, 2010
152010
Wave-by-wave nearshore wave breaking identification using U-Net
FJ Saez, PA Catalan, C Valle
Coastal Engineering 170, 104021, 2021
142021
Multi-agent deep reinforcement learning for efficient multi-timescale bidding of a hybrid power plant in day-ahead and real-time markets
T Ochoa, E Gil, A Angulo, C Valle
Applied Energy 317, 119067, 2022
132022
Probabilistic forecasting using monte carlo dropout neural networks
C Serpell, I Araya, C Valle, H Allende
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019
132019
Comparison of recurrent neural networks for wind power forecasting
E López, C Valle, H Allende-Cid, H Allende
Pattern Recognition: 12th Mexican Conference, MCPR 2020, Morelia, Mexico …, 2020
122020
Lstm-based multi-scale model for wind speed forecasting
IA Araya, C Valle, H Allende
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019
112019
Discriminating the occurrence of inundation in tsunami early warning with one-dimensional convolutional neural networks
J Núñez, PA Catalán, C Valle, N Zamora, A Valderrama
Scientific reports 12 (1), 10321, 2022
92022
Efficient training over long short-term memory networks for wind speed forecasting
E López, C Valle, H Allende, E Gil
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2017
92017
Training regression ensembles by sequential target correction and resampling
R Ñanculef, C Valle, H Allende, C Moraga
Information Sciences 195, 154-174, 2012
82012
Ensemble learning with local diversity
R Nanculef, C Valle, H Allende, C Moraga
International Conference on Artificial Neural Networks, 264-273, 2006
82006
Behavior analysis of neural network ensemble algorithm on a virtual machine cluster
C Fernández, C Valle, F Saravia, H Allende
Neural Computing and Applications 21, 535-542, 2012
72012
Two bagging algorithms with coupled learners to encourage diversity
C Valle, R Nanculef, H Allende, C Moraga
International Symposium on Intelligent Data Analysis, 130-139, 2007
72007
Real-time IMU-based learning: a classification of contact materials
CMCO Valle, A Kurdas, EP Fortunić, S Abdolshah, S Haddadin
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022
52022
Semi-autogeonous (sag) mill overload forecasting
R Hermosilla, C Valle, H Allende, E Lucic, P Espinoza
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2021
52021
Boosting text clustering using topic selection
M Mendoza, P Ormeno, C Valle
IET Digital Library, 2018
52018
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Artículos 1–20