Carlos Valle - Publications, H-index & Citations

Carlos Valle

Pontificia Universidad Católica de Valparaíso

11H指数

73论文数

559被引数

收录论文 18

发表时间

Towards Autonomous Bio-Inspired Optimization: Deep Reinforcement Learning for Adaptive Metaheuristic Orchestration 面向自主仿生优化的深度强化学习：用于自适应元启发式编排

Biomimetics

IF3.9

2026-09-21

OAAI

César Carrasco; Broderick Crawford; Carlos Valle; Roberto Zulantay; Giovanni Giachetti; Ricardo Soto

Improving negative generation for self-supervised triplet-based time series classification 改进基于三元组自监督的时间序列分类的负样本生成

Knowledge-Based Systems

IF7.6

2026-09-15

PREAI

Manuel Alejandro Goyo; Ricardo Ñanculef; Carlos Valle

Predicting Spatial Variability of PR Protein Concentration in White Grape Juice Using UAV Multispectral Data and Machine Learning 利用无人机多光谱数据和机器学习预测白葡萄汁中病程相关蛋白浓度的空间变异性

Remote Sensing

IF4.1

2026-09-03

OAAI

Adrián Vera-Esmeraldas; Carlos Valle; Mauricio Galleguillos; Mariela Labbé; Alejandro Cáceres-Mella; Francisco Rojo; Fernando Salazar

Bioinspired Deep Neural Networks for Predicting Income-Reporting Discontinuities in the Chilean Student Loan Program

Biomimetics

IF3.9

2026-02-01

OAAI

Yoslandy Lazo; Álex Paz; Broderick Crawford; Carlos Valle; Eduardo Rodriguez-Tello; Ricardo Soto; José Barrera-Garcia; Felipe Cisternas-Caneo; Benjamín López Cortés

A generalized method based on transfer learning and human-in-the-loop for wave-by-wave identification of nearshore wave breaking patterns 基于迁移学习和人机交互的近岸波浪破碎模式逐波识别的通用方法

Coastal Engineering

IF4.5

2026-01-01

PREAI

Saez, Francisco J.; Catalan, Patricio A.; Valle, Carlos; Bak, A. Spicer; Flores, Raul P.; Fournier, Florent; Veliz, Sebastian

Bimodal beta mixture distribution for enhanced OOD inner-differentiation in multi-class text classification 双模态Beta混合分布用于增强多类文本分类中的OOD内部差异度

Pattern Recognition Letters

IF3.3

2025-11-08

PREAI

Camilo Maldonado; Carlos Valle; Héctor Allende

Enhancing short-term probabilistic load forecasting and scenario generation with tailored kernel functions in mixture density networks 利用定制核函数的混合密度网络提升短期概率负荷预测和场景生成

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-07-01

PREAI

Ochoa, Tomas; Serpell, Cristian; Valle, Carlos; Gil, Esteban

InverseTime: A Self-Supervised Technique for Semi-Supervised Classification of Time Series InverseTime: 一种用于时间序列半监督分类的自监督技术

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Goyo, Manuel Alejandro; Nanculef, Ricardo; Valle, Carlos

Predicting Algorithm of Thunderstorm Days in the Northern Region of Chile Using Convolution Neural Network

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Montana, Johny; Valle, Carlos; Rosales, Sergio; Schurch, Roger; Pozo, Diana

Multi-step probabilistic forecasting model using deep learning parametrized distributions

SOFT COMPUTING

IF2.5

2023-05-25

PREAI

Serpell, Cristian; Valle, Carlos; Allende, Hector

Machine learning applications for urban photovoltaic potential estimation: A survey

NEUROCOMPUTING

IF6.5

2023-03-01

PREAI

Valderrama, Alvaro; Valle, Carlos; Allende, Hector; Ibarra, Marcelo; Vasquez, Camila

Hybrid Algorithms for Energy Minimizing Vehicle Routing Problem: Integrating Clusterization and Ant Colony Optimization

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Frias, Nicolas; Johnson, Franklin; Valle, Carlos

An Attention-Based Architecture for Hierarchical Classification With CNNs

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Pizarro, Ivan; Nanculef, Ricardo; Valle, Carlos

Multi-agent deep reinforcement learning for efficient multi-timescale bidding of a hybrid power plant in day-ahead and real-time markets 多代理深度强化学习，用于在日前和实时市场中对混合发电厂进行高效的多时间范围竞价

APPLIED ENERGY

IF11

2022-07-01

PREAI

Ochoa, Tomas; Gil, Esteban; Angulo, Alejandro; Valle, Carlos

Discriminating the occurrence of inundation in tsunami early warning with one-dimensional convolutional neural networks

SCIENTIFIC REPORTS

IF3.9

2022-06-20

OAAI

Nunez, Jorge; Catalan, Patricio A.; Valle, Carlos; Zamora, Natalia; Valderrama, Alvaro

Wave-by-wave nearshore wave breaking identification using U-Net

COASTAL ENGINEERING

IF4.5

2021-12-01

OAAI

Saez, Francisco J.; Catalan, Patricio A.; Valle, Carlos

A Multi-Scale Model based on the Long Short-Term Memory for day ahead hourly wind speed forecasting 基于长短期记忆的多尺度模型，用于前一天每小时风速预测

PATTERN RECOGNITION LETTERS

IF3.3

2020-08-01

PREAI

Araya, Ignacio A.; Valle, Carlos; Allende, Hector

Automating Configuration of Convolutional Neural Network Hyperparameters Using Genetic Algorithm 基于遗传算法的卷积神经网络超参数自动配置

IEEE ACCESS

IF3.6

2020-01-01

OAAI

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

研究方向