PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Jose Leiva-Murillo

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Number of EPrints submitted by this user: 10

A generative model approach for decoding in the visual event-related potential-based brain--computer interface speller
S.M.M. Martens and J.M. Leiva-Murillo
Journal of Neural Engineering Volume 7, Number 2, 2010. ISSN 1741-2560

Leveraging Sequence Classification by Taxonomy-based Multitask Learning
Christian Widmer, Jose Miguel Leiva-Murillo, Yasemin Altun and Gunnar Raetsch
In: RECOMB 2010, 25-28 April 2010, Lisbon, Portugal.

Scalable Hierarchical Multitask Learning in Sequence Biology
Christian Widmer, Jose Leiva-Murillo, Yasemin Altun and Gunnar Raetsch
In: Machine Learning for Computational Biology Workshop 2009, 11 Dec 2009, Whistler, Canada.

Leveraging Sequence Classification by Taxonomy-based Multitask Learning
Christian Widmer, Jose Leiva-Murillo, Yasemin Altun and Gunnar Raetsch
In: NIPS 09 Workshop on Transfer Learning on Structured Data, 12 Dec 2009, Whistler, Canada.

Visualization and Prediction of Disease Interactions with Continuous-Time Hidden Markov Models
Jose Leiva-Murillo, Antonio Artés-Rodríguez and Enrique Baca-García
In: From statistical genetics to predictive models in personalized medicine, 16 Dec 2011, Granada, Spain.

Multitask SVM learning for Remote Sensing Data Classification
Jose Leiva-Murillo, Luis Gómez-Chova and Gustavo Camps-Valls
In: Proc. SPIE, 20 Sep 2010, Toulouse, France.

Information-Theoretic Linear Feature Extraction based on Kernel Density Estimators: A Review
Jose Leiva-Murillo and Antonio Artés-Rodríguez
IEEE Trans. on System, Man and Cybernetics, part C Volume 42, 2012.

Multitask Remote Sensing Data Classification
Jose Leiva-Murillo, Luis Gomez-Chova and Gustavo Camps-Valls
IEEE Transactions on Geoscience and Remote Sensing Volume 51, Number 1, pp. 151-161, 2013.

Algorithms for Maximum-Likelihood Bandwidth Selection in Kernel Density Estimators
Jose Leiva-Murillo and Antonio Artés-Rodríguez
Pattern Recognition Letters Volume 33, 1717--1724, 2012.

Evaluating the Internationalization Success of Companies Through a Hybrid Grouping Harmony Search—Extreme Learning Machine Approach
I Landa, E. Ortiz, S. Salcedo, M.J. Segovia, S. Gil, M. Miranda, Jose Leiva-Murillo and J. Del Ser
IEEE Journal of Selected Topics in Signal Processing Volume 6, Number 4, pp. 388-398, 2012.