Magdiel Jiménez-Guarneros

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 7

Top Topics

Domain Adaptation

Top Venues

IEEE Signal Process. Lett.

Biomed. Signal Process. Control.

IEEE Trans. Instrum. Meas.

Publications

Magdiel Jiménez-Guarneros, Gibran Fuentes Pineda
Learning a robust unified domain adaptation framework for cross-subject EEG-based emotion recognition. Biomed. Signal Process. Control. 86 (Part A) (2023)
Magdiel Jiménez-Guarneros, Gibran Fuentes Pineda
Cross-Subject EEG-Based Emotion Recognition via Semisupervised Multisource Joint Distribution Adaptation. IEEE Trans. Instrum. Meas. 72 (2023)
Magdiel Jiménez-Guarneros, Carlos Morales-Perez, Jose de Jesus Rangel-Magdaleno
Diagnostic of Combined Mechanical and Electrical Faults in ASD-Powered Induction Motor Using MODWT and a Lightweight 1-D CNN. IEEE Trans. Ind. Informatics 18 (7) (2022)
Magdiel Jiménez-Guarneros, Pilar Gómez-Gil
Standardization-refinement domain adaptation method for cross-subject EEG-based classification in imagined speech recognition. Pattern Recognit. Lett. 141 (2021)
Magdiel Jiménez-Guarneros, Pilar Gómez-Gil
A study of the effects of negative transfer on deep unsupervised domain adaptation methods. Expert Syst. Appl. 167 (2021)
Magdiel Jiménez-Guarneros, Pilar Gómez-Gil
Custom Domain Adaptation: A New Method for Cross-Subject, EEG-Based Cognitive Load Recognition. IEEE Signal Process. Lett. 27 (2020)
Magdiel Jiménez-Guarneros, Pilar Gómez-Gil
Cross-subject classification of cognitive loads using a recurrent-residual deep network. SSCI (2017)
Magdiel Jiménez-Guarneros, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
Prototype Selection for Graph Embedding Using Instance Selection. MCPR (2015)