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Martinez-Murcia, F. J.
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1

PDBIGDATA: A New Database for Parkinsonism Research Focused..:

, In: Artificial Intelligence for Neuroscience and Emotional Systems; Lecture Notes in Computer Science,
López, R. ; Martinez-Murcia, F. J. ; Ramírez, J.... - p. 182-190 , 2024
Link: https://doi.org/10.1007/..
 
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2

A Survey on EEG Phase Amplitude Coupling to Speech Rhythm f..:

, In: Artificial Intelligence for Neuroscience and Emotional Systems; Lecture Notes in Computer Science,
Gallego-Molina, N. ; Martinez-Murcia, F. J. ; Formoso, M. A.... - p. 161-170 , 2024
Link: https://doi.org/10.1007/..
 
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3

A Cross-Modality Latent Representation for the Prediction o..:

, In: Artificial Intelligence for Neuroscience and Emotional Systems; Lecture Notes in Computer Science,
Vázquez-García, Cristóbal ; Martinez-Murcia, F. J. ; Arco, Juan E.... - p. 78-87 , 2024
Link: https://doi.org/10.1007/..
 
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4

Connected system for monitoring electrical power transforme..:

Segovia, F. ; Ramírez, J. ; Salas-Gonzalez, D....
Integrated Computer-Aided Engineering.  30 (2023)  4 - p. 353-368 , 2023
Link: https://doi.org/10.3233/..
 
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5

Multilevel Modelling of Parkinson's Disease Symptom Progres..:

, In: 2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC),
Simon Rodriguez, Jose Antonio ; Martinez-Murcia, F. J. ; Ramirez, J... - p. 1-5 , 2022
Link: https://doi.org/10.1109/..
 
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6

Capacity Estimation from Environmental Audio Signals Using ..:

, In: Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications; Lecture Notes in Computer Science,
Reyes-Daneri, C. ; Martínez-Murcia, F. J. ; Ortiz, A. - p. 114-124 , 2022
Link: https://doi.org/10.1007/..
 
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7

Temperature Control and Monitoring System for Electrical Po..:

, In: Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence; Lecture Notes in Computer Science,
Segovia, F. ; Ramírez, J. ; Salas-Gonzalez, D.... - p. 573-582 , 2022
Link: https://doi.org/10.1007/..
 
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8

Statistical Agnostic Mapping: A framework in neuroimaging b..:

Gorriz, J.M. ; Jimenez-Mesa, C. ; Romero-Garcia, R....
Information Fusion.  66 (2021)  - p. 198-212 , 2021
Link: https://doi.org/10.1016/..
 
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9

Granger causality-based information fusion applied to elect..:

Rodriguez-Rivero, J. ; Ramirez, J. ; Martínez-Murcia, F.J....
Information Fusion.  57 (2020)  - p. 59-70 , 2020
Link: https://doi.org/10.1016/..
 
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10

Expectation–Maximization algorithm for finite mixture of α-..:

Castillo-Barnes, D. ; Martinez-Murcia, F.J. ; Ramírez, J...
Neurocomputing.  413 (2020)  - p. 210-216 , 2020
Link: https://doi.org/10.1016/..
 
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11

Power Transformer Forecasting in Smart Grids Using NARX Neu..:

, In: Contributions to Statistics; Theory and Applications of Time Series Analysis,
Ramírez, J. ; Martínez-Murcia, F. J. ; Segovia, F.... - p. 401-414 , 2020
Link: https://doi.org/10.1007/..
 
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12

Long Short-Term Memory Networks for the Prediction of Trans..:

, In: Contributions to Statistics; Theory and Applications of Time Series Analysis,
Martinez-Murcia, F. J. ; Ramirez, J. ; Segovia, F.... - p. 319-331 , 2020
Link: https://doi.org/10.1007/..
 
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13

Support Vector Machine Failure in Imbalanced Datasets:

, In: Understanding the Brain Function and Emotions; Lecture Notes in Computer Science,
Illan, I. A. ; Gorriz, J. M. ; Ramirez, J.... - p. 412-419 , 2019
Link: https://doi.org/10.1007/..
 
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14

An Anomaly Detection Approach for Dyslexia Diagnosis Using ..:

, In: Understanding the Brain Function and Emotions; Lecture Notes in Computer Science,
Ortiz, A. ; López, P. J. ; Luque, J. L.... - p. 369-378 , 2019
Link: https://doi.org/10.1007/..
 
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15

Periodogram Connectivity of EEG Signals for the Detection o..:

, In: Understanding the Brain Function and Emotions; Lecture Notes in Computer Science,
Martinez-Murcia, F. J. ; Ortiz, A. ; Morales-Ortega, R.... - p. 350-359 , 2019
Link: https://doi.org/10.1007/..
 
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