Julián Gil-González - Publications, H-index & Citations

Julián Gil-González

universidad tecnológica de pereira

5H指数

24论文数

68被引数

收录论文 12

发表时间

EEG-Based Supported Diagnosis of ADHD Using Subject-Specific HMMs and Stationary RKHS Embeddings 基于EEG的ADHD支持诊断：利用特定受试者的HMMs和稳定RKHS嵌入

Sensors

IF3.5

2026-07-29

OAAI

Leonardo Lopez-Ortiz; Cristhian K. Valencia-Marin; Julián Gil-González; Paula M. Herrera-Gómez; David Cárdenas-Peña

Alignment-Aware 3D Point Cloud Anomaly Detection with Adversarial Normalizing Flows 自对齐感知3D点云异常检测与对抗归一化流

Machine Learning and Knowledge Extraction

IF6

2026-07-27

OAAI

Andrés Jiménez-García; Jonnatan Arias-Garcia; Hernán F. Garcia; Julian Gil-Gonzalez; David Cárdenas-Peña

Temporal Attention and Convolutional Tokenization for Interpretable EEG-Based ADHD Identification in Children 基于时序注意力和卷积标记化的儿童EEG可解释ADHD识别

Technologies

IF3.6

2026-06-25

OAAI

Julián David Pastrana-Cortés; Alejandra Gomez-Rivera; Andrés Marino Álvarez-Meza; Julian Gil-Gonzalez; David Cárdenas-Peña

Learning from Crowds Using a Focal Loss Function: Dealing with Imbalanced Annotations 使用焦点损失函数从群体学习：处理不平衡标注

Technologies

IF3.6

2026-06-18

OAAI

Julian Gil-Gonzalez; David Augusto Cárdenas-Peña; Alvaro Orozco-Gutiérrez; Enrique D. Guijarro-Estelles; Andres M. Álvarez-Meza

Uncertainty-Aware and Non-Negative Hydrological Forecasting Using Gamma-Likelihood Chained Gaussian Processes for Sustainability-Oriented Water Management 基于Gamma似然链式高斯过程的考虑不确定性和非负性的水文预报，面向可持续性导向的水资源管理

Sustainability

IF3.3

2026-05-13

OAAI

Yesika Alexandra Bastidas-Pantoja; Julián David Pastrana-Cortés; Julián Gil-González; David Cárdenas-Peña; Jhoniers Gilberto Guerrero-Erazo

CrowdAttention: An Attention Based Framework to Classify Crowdsourced Data in Medical Scenarios CrowdAttention：一种基于注意力机制的方法，用于在医疗场景中分类众包数据

Sensors 2025, Vol. 25, Page 6435

IF0

2025-10-17

OAAI

Julian Gil-Gonzalez; David Cárdenas-Peña; Álvaro A. Orozco; German Castellanos-Dominguez; Andrés Marino Álvarez-Meza

Generalized cross-entropy for learning from crowds based on correlated chained Gaussian processes

RESULTS IN ENGINEERING

IF7.9

2025-03-01

OAAI

Gil-Gonzalez, J.; Daza-Santacoloma, G.; Cardenas-Pena, D.; Orozco-Gutierrez, A.; alvarez-Meza, A.

Scalable and Interpretable Forecasting of Hydrological Time Series Based on Variational Gaussian Processes

WATER

IF3

2024-07-15

OAAI

Pastrana-Cortes, Julian David; Gil-Gonzalez, Julian; Alvarez-Meza, Andres Marino; Cardenas-Pena, David Augusto; Orozco-Gutierrez, Alvaro Angel

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-08-01

OAAI

Gil-Gonzalez, J.; Giraldo, Juan-Jose; Alvarez-Meza, A. M.; Orozco-Gutierrez, A.; Alvarez, M. A.

Chained Deep Learning Using Generalized Cross-Entropy for Multiple Annotators Classification 使用广义交叉熵进行多注释分类的链式深度学习

SENSORS

IF3.5

2023-03-28

OAAI

Triana-Martinez, Jenniffer Carolina; Gil-Gonzalez, Julian; Fernandez-Gallego, Jose A.; Alvarez-Meza, Andres Marino; Castellanos-Dominguez, Cesar German

Learning from multiple inconsistent and dependent annotators to support classification tasks

NEUROCOMPUTING

IF6.5

2021-01-01

PREAI

Gil-Gonzalez, J.; Orozco-Gutierrez, A.; Alvarez-Meza, A.

Learning from multiple annotators using kernel alignment

PATTERN RECOGNITION LETTERS

IF3.3

2018-12-01

PREAI

Gil-Gonzalez, J.; Alvarez-Meza, A.; Orozco-Gutierrez, A.

研究方向