Jose Miguel Leiva-Murillo
Jose Miguel Leiva-Murillo
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Maximization of mutual information for supervised linear feature extraction
JM Leiva-Murillo, A Artes-Rodriguez
IEEE Transactions on Neural Networks 18 (5), 1433-1441, 2007
Distinguishing the relevant features of frequent suicide attempters
J Lopez-Castroman, M de las Mercedes Perez-Rodriguez, I Jaussent, ...
Journal of psychiatric research 45 (5), 619-625, 2011
Using data mining to explore complex clinical decisions: a study of hospitalization after a suicide attempt
E Baca-García, MM Perez-Rodriguez, I Basurte-Villamor, J Saiz-Ruiz, ...
Journal of Clinical Psychiatry 67 (7), 1124-1132, 2006
Diagnostic stability and evolution of bipolar disorder in clinical practice: a prospective cohort study
E Baca‐Garcia, MM Perez‐Rodriguez, I Basurte‐Villamor, ...
Acta Psychiatrica Scandinavica 115 (6), 473-480, 2007
Leveraging sequence classification by taxonomy-based multitask learning
C Widmer, J Leiva, Y Altun, G Rätsch
Annual International Conference on Research in Computational Molecular …, 2010
Multitask Remote Sensing Data Classification
JM Leiva-Murillo, L Gómez-Chova, G Camps-Valls
IEEE Transactions on Geoscience and Remote Sensing, 1-11, 2012
Variables associated with familial suicide attempts in a sample of suicide attempters
E Baca-Garcia, MM Perez-Rodriguez, D Saiz-Gonzalez, ...
Progress in Neuro-Psychopharmacology and Biological Psychiatry 31 (6), 1312-1316, 2007
Evaluating the internationalization success of companies through a hybrid grouping harmony search—extreme learning machine approach
I Landa-Torres, EG Ortiz-Garcia, S Salcedo-Sanz, MJ Segovia-Vargas, ...
IEEE Journal of Selected Topics in Signal Processing 6 (4), 388-398, 2012
Automated generation and visualization of picture-logic puzzles
EG Ortiz-García, S Salcedo-Sanz, JM Leiva-Murillo, AM Pérez-Bellido, ...
Computers & Graphics 31 (5), 750-760, 2007
Supervised-PCA and SVM classifiers for object detection in infrared images
R Santiago-Mozos, JM Leiva-Murillo, F Pérez-Cruz, A Artes-Rodriguez
Proceedings of the IEEE Conference on Advanced Video and Signal Based …, 2003
Nucleotide variation in central nervous system genes among male suicide attempters
E Baca‐Garcia, C Vaquero‐Lorenzo, MM Perez‐Rodriguez, M Gratacòs, ...
American Journal of Medical Genetics Part B: Neuropsychiatric Genetics 153 …, 2010
Algorithms for maximum-likelihood bandwidth selection in kernel density estimators
JM Leiva-Murillo, A ArtéS-RodríGuez
Pattern Recognition Letters 33 (13), 1717-1724, 2012
A generative model approach for decoding in the visual event-related potential-based brain–computer interface speller
SMM Martens, JM Leiva
Journal of Neural Engineering 7 (2), 026003, 2010
Offline speaker segmentation using genetic algorithms and mutual information
S Salcedo-Sanz, A Gallardo-Antolín, JM Leiva-Murillo, C Bousono-Calzón
IEEE transactions on evolutionary computation 10 (2), 175-186, 2006
A Gaussian mixture based maximization of mutual information for supervised feature extraction
JM Leiva-Murillo, A Artes-Rodriguez
International Conference on Independent Component Analysis and Signal …, 2004
MLSP competition, 2010: description of first place method
JM Leiva, SMM Martens
2010 IEEE International Workshop on Machine Learning for Signal Processing …, 2010
A fixed-point algorithm for finding the optimal covariance matrix in kernel density modeling
JM Leiva-Murillo, A Artes-Rodriguez
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
Visualization and prediction of disease interactions with continuous-time hidden markov models
J Leiva-Murillo, AA Rodrguez, E Baca-Garca
NIPS 2011 Workshop on Personalized Medicine, 2011
Information-Theoretic Linear Feature Extraction based on Kernel Density Estimators: A Review
J Leiva-Murillo, A Artés-Rodríguez
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and …, 2012
3D reconstruction of static indoor environment by fusion of sonar and video data
JM Leiva, P Martinez, EJ Perez, C Urdiales, F Sandoval
Proceedings of International Symposium on Intelligent Robotic Systems …, 2001
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