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C

Carlos Valle

Pontificia Universidad Católica de Valparaíso

11H-index
73Paper Count
559Citation Count
Published Papers 18
Publication Date
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Towards Autonomous Bio-Inspired Optimization: Deep Reinforcement Learning for Adaptive Metaheuristic Orchestration
errBiomimetics
IF3.9
err2026-09-21
err0
errOAAI
errCésar Carrasco; Broderick Crawford; Carlos Valle; Roberto Zulantay; Giovanni Giachetti; Ricardo Soto
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errSave
Improving negative generation for self-supervised triplet-based time series classification
errKnowledge-Based Systems
IF7.6
err2026-09-15
err0
PREAI
errManuel Alejandro Goyo; Ricardo Ñanculef; Carlos Valle
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errSave
Predicting Spatial Variability of PR Protein Concentration in White Grape Juice Using UAV Multispectral Data and Machine Learning
errRemote Sensing
IF4.1
err2026-09-03
err0
errOAAI
errAdrián Vera-Esmeraldas; Carlos Valle; Mauricio Galleguillos; Mariela Labbé; Alejandro Cáceres-Mella; Francisco Rojo; Fernando Salazar
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errSave
Bioinspired Deep Neural Networks for Predicting Income-Reporting Discontinuities in the Chilean Student Loan Program
errBiomimetics
IF3.9
err2026-02-01
err0
errOAAI
errYoslandy Lazo; Álex Paz; Broderick Crawford; Carlos Valle; Eduardo Rodriguez-Tello; Ricardo Soto; José Barrera-Garcia; Felipe Cisternas-Caneo; Benjamín López Cortés
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errSave
A generalized method based on transfer learning and human-in-the-loop for wave-by-wave identification of nearshore wave breaking patterns
errCoastal Engineering
IF4.5
err2026-01-01
err0
PREAI
errSaez, Francisco J.; Catalan, Patricio A.; Valle, Carlos; Bak, A. Spicer; Flores, Raul P.; Fournier, Florent; Veliz, Sebastian
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errSave
Bimodal beta mixture distribution for enhanced OOD inner-differentiation in multi-class text classification
errPattern Recognition Letters
IF3.3
err2025-11-08
err0
PREAI
errCamilo Maldonado; Carlos Valle; Héctor Allende
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errSave
Enhancing short-term probabilistic load forecasting and scenario generation with tailored kernel functions in mixture density networks
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-07-01
err0
PREAI
errOchoa, Tomas; Serpell, Cristian; Valle, Carlos; Gil, Esteban
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errSave
InverseTime: A Self-Supervised Technique for Semi-Supervised Classification of Time Series
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errGoyo, Manuel Alejandro; Nanculef, Ricardo; Valle, Carlos
errShare
errSave
Predicting Algorithm of Thunderstorm Days in the Northern Region of Chile Using Convolution Neural Network
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errMontana, Johny; Valle, Carlos; Rosales, Sergio; Schurch, Roger; Pozo, Diana
errShare
errSave
Multi-step probabilistic forecasting model using deep learning parametrized distributions
errSOFT COMPUTING
IF2.5
err2023-05-25
err0
PREAI
errSerpell, Cristian; Valle, Carlos; Allende, Hector
errShare
errSave
Machine learning applications for urban photovoltaic potential estimation: A survey
errNEUROCOMPUTING
IF6.5
err2023-03-01
err2
PREAI
errValderrama, Alvaro; Valle, Carlos; Allende, Hector; Ibarra, Marcelo; Vasquez, Camila
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errSave
Hybrid Algorithms for Energy Minimizing Vehicle Routing Problem: Integrating Clusterization and Ant Colony Optimization
errIEEE ACCESS
IF3.6
err2023-01-01
err10
errOAAI
errFrias, Nicolas; Johnson, Franklin; Valle, Carlos
errShare
errSave
An Attention-Based Architecture for Hierarchical Classification With CNNs
errIEEE ACCESS
IF3.6
err2023-01-01
err5
errOAAI
errPizarro, Ivan; Nanculef, Ricardo; Valle, Carlos
errShare
errSave
Multi-agent deep reinforcement learning for efficient multi-timescale bidding of a hybrid power plant in day-ahead and real-time markets
errAPPLIED ENERGY
IF11
err2022-07-01
err15
PREAI
errOchoa, Tomas; Gil, Esteban; Angulo, Alejandro; Valle, Carlos
errShare
errSave
Discriminating the occurrence of inundation in tsunami early warning with one-dimensional convolutional neural networks
errSCIENTIFIC REPORTS
IF3.9
err2022-06-20
err8
errOAAI
errNunez, Jorge; Catalan, Patricio A.; Valle, Carlos; Zamora, Natalia; Valderrama, Alvaro
errShare
errSave
Wave-by-wave nearshore wave breaking identification using U-Net
errCOASTAL ENGINEERING
IF4.5
err2021-12-01
err14
errOAAI
errSaez, Francisco J.; Catalan, Patricio A.; Valle, Carlos
errShare
errSave
A Multi-Scale Model based on the Long Short-Term Memory for day ahead hourly wind speed forecasting
errPATTERN RECOGNITION LETTERS
IF3.3
err2020-08-01
err16
PREAI
errAraya, Ignacio A.; Valle, Carlos; Allende, Hector
errShare
errSave
Automating Configuration of Convolutional Neural Network Hyperparameters Using Genetic Algorithm
errIEEE ACCESS
IF3.6
err2020-01-01
err26
errOAAI
errJohnson, Franklin; Valderrama, Alvaro; Valle, Carlos; Crawford, Broderick; Soto, Ricardo; Nanculef, Ricardo
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
M
Mauricio Galleguillos
H-index: 33 · Papers: 167
R
Ricardo Soto
H-index: 30 · Papers: 443
B
Broderick Crawford
H-index: 29 · Papers: 444
P
Patricio A. Catalán
H-index: 26 · Papers: 130
H
Héctor Allende
H-index: 17 · Papers: 180
View more