2007

(2007) Belanche, Ll. Effective learning with heterogeneous neural networks. Neural Information Processing: 14th International Conference, ICONIP 2007. Lecture Notes in Computer Science 4984, pp. 328 - 337. ISSN 0302-9743

(2007) González, F., Belanche, Ll. A Thermodynamical search algorithm for feature subset selection. Neural Information Processing: 14th International Conference, ICONIP 2007. Lecture Notes in Computer Science 4985, pp. 683 - 692. ISSN 0302-9743

(2007) Prat, G., Belanche, Ll. Remainder subset awareness for feature subset selection. IV Taller Nacional de Minería de Datos y Aprendizaje (TAMIDA 2007), pp. 39-48. Red Española de Minería de Datos. Zaragoza, Spain.

(2007) González, F., Belanche, Ll. TFS: A Thermodynamical search algorithm for feature subset selection. IV Taller Nacional de Minería de Datos y Aprendizaje (TAMIDA 2007), pp. 313-322. Red Española de Minería de Datos. Zaragoza, Spain.

(2007) Romero, E., Barrio, I., Belanche, Ll. Search strategies guided by the evidence for the selection of basis functions in regression. International Joint Conference on Neural Networks (IJCNN), pp. 103-116.

(2007) Romero, E., Barrio, I., Belanche, Ll. Incremental and decremental learning for linear support vector machines. Intl. Conference on Artificial Neural Netorks (ICANN 2007). Lecture Notes in Computer Science 4668, pp. 209 - 218. ISSN 0302-9743

(2007) Barrio, I., Romero, E., Belanche, Ll. Selection of basis functions guided by the L2 soft margin. Intl. Conference on Artificial Neural Netorks (ICANN 2007). Lecture Notes in Computer Science 4668, pp. 421 - 430. ISSN 0302-9743

(2007) Barrio, I., Romero, E., Belanche, Ll. Extended linear models with gaussian prior on the parameters and adaptive expansion vectors. Intl. Conference on Artificial Neural Netorks (ICANN 2007). Lecture Notes in Computer Science 4668, pp. 431 - 440. ISSN 0302-9743

(2007) Félix F. González and Lluís A. Belanche. Un algoritmo para el cálculo de la relevancia entrópica multivariada y su uso en la selección de variables. In II Congreso Español de Informática. IV Taller de Minería de Datos y Aprendizaje (TAMIDA 2007), pp. 11-20. September 2007. Zaragoza, Spain. ISBN: 978-84-9732-602-5.

(2007) Lluís A. Belanche and Félix F. González. A Thermodynamic Algorithm for Feature Selection. In II Congreso Español de Informática. Simposium de Inteligencia Computacional (SICO 2007), pp. 57-64. September 2007. Zaragoza, Spain. ISBN: 978-84-9732-602-5.

(2007) Belanche, Ll., Vázquez, J.L., Vázquez, M. Distance-based kernels for real-valued data. Data analysis, machine learning and applications (Studies in Classification, Data Analysis, and Knowledge Organization Series), pp. 3 - 14. Procs. of the 31st Annual Conference of the Gesellschaft für Klassifikation. C. Preisach, H. Burkhardt, L. Schmidt-Thieme, R. Decker (Eds.) ISBN 978-3-540-78239-1

(2007) Belanche, Ll. Modeling heterogeneous data sets with neural networks. Innovations in Hybrid Intelligent Systems: Advances in Soft Computing, Vol. 44, pp. 96 - 103. Corchado, E., Corchado, J.M., Abraham, A. (Eds.). Springer. ISBN 978-3-540-74971-4

(2007) Belanche, Ll., Vázquez, J.L., Vázquez, M. Some new kernel functions for real-valued data. International Journal of Computer, Mathematical Sciences and Applications, 1(2), pp. 137-149. ISSN 0973-6786.

(2007) Belanche, Ll., Valdés, J. Similarity-based heterogeneous neural networks. Engineering Letters, 14(2), pp. 103 - 116. ISSN 1816-093X