Magdiel Jiménez-Guarneros

According to our database, Magdiel Jiménez-Guarneros authored at least 9 papers between 2015 and 2023.

Collaborative distances:

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

2023

Learning a robust unified domain adaptation framework for cross-subject EEG-based emotion recognition.

Magdiel Jiménez-Guarneros, Gibran Fuentes Pineda

Biomed. Signal Process. Control., September, 2023

Cross-Subject EEG-Based Emotion Recognition via Semisupervised Multisource Joint Distribution Adaptation.

Magdiel Jiménez-Guarneros, Gibran Fuentes Pineda

IEEE Trans. Instrum. Meas., 2023

2022

Diagnostic of Combined Mechanical and Electrical Faults in ASD-Powered Induction Motor Using MODWT and a Lightweight 1-D CNN.

Magdiel Jiménez-Guarneros, Carlos Morales-Perez, Jose de Jesus Rangel-Magdaleno

IEEE Trans. Ind. Informatics, 2022

2021

Standardization-refinement domain adaptation method for cross-subject EEG-based classification in imagined speech recognition.

Magdiel Jiménez-Guarneros, Pilar Gómez-Gil

Pattern Recognit. Lett., 2021

A study of the effects of negative transfer on deep unsupervised domain adaptation methods.

Magdiel Jiménez-Guarneros, Pilar Gómez-Gil

Expert Syst. Appl., 2021

2020

Custom Domain Adaptation: A New Method for Cross-Subject, EEG-Based Cognitive Load Recognition.

Magdiel Jiménez-Guarneros, Pilar Gómez-Gil

IEEE Signal Process. Lett., 2020

2017

Long-Term Prediction of a Sine Function Using a LSTM Neural Network.

Magdiel Jiménez-Guarneros, Pilar Gómez-Gil, Rigoberto Fonseca-Delgado, Manuel Ramírez-Cortés, Vicente Alarcón Aquino

Proceedings of the Nature-Inspired Design of Hybrid Intelligent Systems, 2017

Cross-subject classification of cognitive loads using a recurrent-residual deep network.

Magdiel Jiménez-Guarneros, Pilar Gómez-Gil

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2015

Prototype Selection for Graph Embedding Using Instance Selection.

Magdiel Jiménez-Guarneros, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad

Proceedings of the Pattern Recognition - 7th Mexican Conference, 2015