Carlos Valle

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

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Papers45 papers

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Automating Configuration of Convolutional Neural Network Hyperparameters Using Genetic Algorithm

Franklin Johnson, Alvaro Valderrama,Carlos Valle,Broderick Crawford,Ricardo Soto,Ricardo Nanculef

IEEE Access, (2020): 156139-156152

Bibtex

Comparison of Recurrent Neural Networks for Wind Power Forecasting

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

MCPR, pp.25-34, (2020)

EIBibtex

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 Recognit. Lett., (2019): 333-340

EIBibtex

Probabilistic Forecasting Using Monte Carlo Dropout Neural Networks

Cristián Serpell, Ignacio A. Araya,Carlos Valle, Héctor Allende

CIARP, pp.387-397, (2019)

EIBibtex

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

Marcelo Mendoza, Pablo Ormeno,Carlos Valle

2018 37th International Conference of the Chilean Computer Science Society (SCCC), pp.1-7, (2018)

EIWOSBibtex

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

Boosting Collaborative Filters for Drug-Target Interaction Prediction

Cristian M. Orellana,Ricardo Ñanculef,Carlos Valle

CIARP, pp.212-220, (2018)

EIBibtex

LocalBoost: A Parallelizable Approach to Boosting Classifiers

Carlos Valle,Ricardo Ñanculef,Héctor Allende,Claudio Moraga

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

EIBibtex

Recapturing fish escapes from coastal farms in the western Mediterranean Sea: Insights for potential contingency plans

Pablo Arechavala-Lopez, David Izquierdo-Gomez,Aitor Forcada,Damian Fernandez-Jover,Kilian Toledo-Guedes,Carlos Valle,Pablo Sanchez-Jerez

Ocean & Coastal Management, (2018): 69-76

Bibtex

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)

EIBibtex

Multi-horizon Scalable Wind Power Forecast System

Camilo Valenzuela,Héctor Allende,Carlos Valle

IWAIPR, pp.317-325, (2018)

EIBibtex

Introduced marine macroflora of Lebanon and its distribution on the Levantine coast

Ghazi Bitar,Alfonso A. Ramos-Esplá, O. Ocaña,Y. R. Sghaier,A. Forcada,C. Valle, H. El Shaer,Marc Verlaque

MEDITERRANEAN MARINE SCIENCE, no. 1 (2017): 138-155

Cited by4Bibtex

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)

EIBibtex

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

Héctor Allende-Cid,Carlos Valle,Claudio Moraga,Héctor Allende,Rodrigo Salas

IDC, pp.223-232, (2015)

Cited by1EIBibtex

Assessing the erect bryozoan Myriapora truncata (Pallas, 1766) as indicator of recreational diving impact on coralligenous reef communities

Daril De La Nuezhernandez,Carlos Valle,Aitor Forcada, Jose Miguel Gonzalez Correa,Yolanda Fernandez Torquemada

Ecological Indicators, (2014): 193-200

Cited by10Bibtex

Growth and bleaching of the coral Oculina patagonica under different environmental conditions in the western Mediterranean Sea

Esther Rubioportillo,Maite Vazquezluis,Carlos Valle, A Izquierdomunoz,Alfonso A Ramosespla

Marine Biology, no. 10 (2014): 2333-2343

Bibtex

Training regression ensembles by sequential target correction and resampling

Ricardo íanculef,Carlos Valle,Héctor Allende,Claudio Moraga

Inf. Sci., (2012): 154-174

Cited by6EIBibtex

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

Cesar Fernández,Carlos Valle,Francisco Saravia,Héctor Allende

Neural Computing and Applications, no. 3 (2012): 535-542

Cited by6EIBibtex

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Carlos ValleBinding

Papers45 papers

Carlos Valle