| Custom Domain Adaptation: A new method for cross-subject, EEG-based cognitive load recognition M Jiménez-Guarneros, P Gómez-Gil IEEE Signal Processing Letters 27, 750-754, 2020 | 43 | 2020 |
| Diagnostic of combined mechanical and electrical faults in ASD-powered induction motor using MODWT and a lightweight 1-D CNN M Jiménez-Guarneros, C Morales-Perez, J de Jesus Rangel-Magdaleno IEEE Transactions on Industrial Informatics 18 (7), 4688-4697, 2021 | 40 | 2021 |
| Standardization-refinement domain adaptation method for cross-subject EEG-based classification in imagined speech recognition M Jiménez-Guarneros, P Gómez-Gil Pattern Recognition Letters 141, 54-60, 2021 | 26 | 2021 |
| A study of the effects of negative transfer on deep unsupervised domain adaptation methods M Jiménez-Guarneros, P Gómez-Gil Expert Systems with Applications 167, 114088, 2021 | 14 | 2021 |
| Cross-subject classification of cognitive loads using a recurrent-residual deep network M Jiménez-Guarneros, P Gómez-Gil 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2017 | 8 | 2017 |
| Cross-subject EEG-based emotion recognition via semi-supervised multi-source joint distribution adaptation M Jiménez-Guarneros, G Fuentes-Pineda IEEE Transactions on Instrumentation and Measurement, 2023 | 7 | 2023 |
| Long-term prediction of a sine function using a LSTM neural network M Jiménez-Guarneros, P Gómez-Gil, R Fonseca-Delgado, ... Nature-Inspired Design of Hybrid Intelligent Systems, 159-173, 2017 | 7 | 2017 |
| Learning a robust unified domain adaptation framework for cross-subject EEG-based emotion recognition M Jiménez-Guarneros, G Fuentes-Pineda Biomedical Signal Processing and Control 86, 105138, 2023 | 6 | 2023 |
| Multiclass incremental learning for fault diagnosis in induction motors using fine-tuning with a memory of exemplars and nearest centroid classifier M Jiménez-Guarneros, J Grande-Barreto, JJ Rangel-Magdaleno Shock and Vibration 2021, 1-12, 2021 | 5 | 2021 |
| A class-incremental learning method based on preserving the learned feature space for EEG-based emotion recognition M Jiménez-Guarneros, R Alejo-Eleuterio Mathematics 10 (4), 598, 2022 | 4 | 2022 |
| CFDA-CSF: A Multi-modal Domain Adaptation Method for Cross-subject Emotion Recognition M Jiménez-Guarneros, G Fuentes-Pineda IEEE Transactions on Affective Computing, 2024 | 1 | 2024 |
| Prototype selection for graph embedding using instance selection M Jiménez-Guarneros, JA Carrasco-Ochoa, JF Martínez-Trinidad Pattern Recognition: 7th Mexican Conference, MCPR 2015, Mexico City, Mexico …, 2015 | | 2015 |
