Cristian Jimenez

According to our database, Cristian Jimenez authored at least 7 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Kreĭn twin support vector machines for imbalanced data classification.

Cristian Jimenez Castaño, A. Álvarez-Meza, David Cárdenas-Peña, Álvaro Ángel Orozco-Guitiérrez, J. Guerrero-Erazo

Pattern Recognit. Lett., 2024

2021

Random Fourier Features-Based Deep Learning Improvement with Class Activation Interpretability for Nerve Structure Segmentation.

Cristian Alfonso Jimenez Castaño, Andrés Marino Álvarez-Meza, Oscar David Aguirre-Ospina, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez

Sensors, 2021

Peripheral Nerve Segmentation in Ultrasound Images Using Conditioned U-Net.

Harold Mauricio Díaz-Vargas, Cristian Alfonso Jimenez Castaño, David Augusto Cárdenas-Peña, Oscar David Aguirre-Ospina, Álvaro-Ángel Orozco-Gutierrez

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2021

2020

Enhanced automatic twin support vector machine for imbalanced data classification.

Cristian Jimenez Castaño, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez

Pattern Recognit., 2020

2018

Nerve Structure Segmentation from Ultrasound Images Using Random Under-Sampling and an SVM Classifier.

Cristian Jimenez, D. Diaz, D. Salazar, Andres Marino Alvarez, Álvaro-Ángel Orozco-Gutierrez, Óscar Alberto Henao

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

A Data Representation Approach to Support Imbalanced Data Classification Based on TWSVM.

Cristian Jimenez, Andrés Marino Álvarez-Meza, Álvaro Orozco

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2008

Optimal Transportation with Traffic Congestion and Wardrop Equilibria.

Guillaume Carlier, Cristian Jimenez, Filippo Santambrogio

SIAM J. Control. Optim., 2008