Magdiel Jiménez-Guarneros

13 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
MMDA: A Multimodal and Multisource Domain Adaptation Method for Cross-Subject Emotion Recognition From EEG and Eye Movement Signals.
IEEE Trans. Comput. Soc. Syst.
Magdiel Jiménez-Guarneros, Gibran Fuentes-Pineda, Jonas Grande-Barreto
2025 J jnl
Multi-modal supervised domain adaptation with a multi-level alignment strategy and consistent decision boundaries for cross-subject emotion recognition from EEG and eye movement signals.
Knowl. Based Syst.
Magdiel Jiménez-Guarneros, Gibran Fuentes-Pineda
2025 J jnl
Multimodal Semi-Supervised Domain Adaptation Using Cross-Modal Learning and Joint Distribution Alignment for Cross-Subject Emotion Recognition.
IEEE Trans. Instrum. Meas.
Magdiel Jiménez-Guarneros, Gibran Fuentes-Pineda, Jonas Grande-Barreto
2024 J jnl
CFDA-CSF: A Multi-Modal Domain Adaptation Method for Cross-Subject Emotion Recognition.
IEEE Trans. Affect. Comput.
Magdiel Jiménez-Guarneros, Gibran Fuentes-Pineda
2023 J jnl
Cross-Subject EEG-Based Emotion Recognition via Semisupervised Multisource Joint Distribution Adaptation.
IEEE Trans. Instrum. Meas.
Magdiel Jiménez-Guarneros, Gibran Fuentes-Pineda
2023 J jnl
Learning a robust unified domain adaptation framework for cross-subject EEG-based emotion recognition.
Biomed. Signal Process. Control.
Magdiel Jiménez-Guarneros, Gibran Fuentes-Pineda
2022 J jnl
Diagnostic of Combined Mechanical and Electrical Faults in ASD-Powered Induction Motor Using MODWT and a Lightweight 1-D CNN.
IEEE Trans. Ind. Informatics
Magdiel Jiménez-Guarneros, Carlos Morales-Perez, Jose de Jesus Rangel-Magdaleno
2021 J jnl
A study of the effects of negative transfer on deep unsupervised domain adaptation methods.
Expert Syst. Appl.
Magdiel Jiménez-Guarneros, Pilar Gómez-Gil
2021 J jnl
Standardization-refinement domain adaptation method for cross-subject EEG-based classification in imagined speech recognition.
Pattern Recognit. Lett.
Magdiel Jiménez-Guarneros, Pilar Gómez-Gil
2020 J jnl
Custom Domain Adaptation: A New Method for Cross-Subject, EEG-Based Cognitive Load Recognition.
IEEE Signal Process. Lett.
Magdiel Jiménez-Guarneros, Pilar Gómez-Gil
2017 — conf
Cross-subject classification of cognitive loads using a recurrent-residual deep network.
SSCI
Magdiel Jiménez-Guarneros, Pilar Gómez-Gil
2017 — ch.
Long-Term Prediction of a Sine Function Using a LSTM Neural Network.
Nature-Inspired Design of Hybrid Intelligent Systems
Magdiel Jiménez-Guarneros, Pilar Gómez-Gil, Rigoberto Fonseca-Delgado, Manuel Ramírez-Cortés, Vicente Alarcón Aquino
2015 — conf
Prototype Selection for Graph Embedding Using Instance Selection.
MCPR
Magdiel Jiménez-Guarneros, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad