Guzmán-Martínez, R.; García-Olalla, O.; Aláiz-Rodríguez, R.. "Assessing and Visualizing the Stability of Feature Selectors: A Case Study with Spectral Data". Paper presented at International Conference on Machine Learning and Data Analysis, Venice. 2011.
Publications
Guzmán-Martínez, R.; Aláiz-Rodríguez, R.. "Feature Selection Stability Assessment Based on the Jensen-Shannon Divergence". In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Atenas. 2011.
González-Castro, V; Aláiz-Rodríguez, R.; Fernández-Robles, L; Guzmán-Martínez, R.; Alegre, Enrique. "Estimating Class Proportions in Boar Semen Analysis Using the Hellinger Distance". Trends in Applied Intelligent Systems, Vol (6096), (2010).
González-Castro, V; Aláiz-Rodríguez, R.; Guzmán-Martínez, R.; Alegre, Enrique. "Estimating Class Proportions in Boar Semen Analysis using the Hellinger Distance". In: XIII The Twenty Third International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE 2010). Paper presented at Lecture Notes in Computer Science, 2010.
Osorio, M. T.; Zumalacárregui, J. M.; Aláiz-Rodríguez, R.; Guzmán-Martínez, R.; Engelsend, S. B.; Mateo-Ollagüe, J.. "Differentiation of perirenal and omental fat quality of suckling lambs according to the rearing system from Fourier transforms mid-infrared spectra using partial least squares and artificial neural networks analysis". Meat Science, Vol (83), (2009).
Aláiz-Rodríguez, R.; Guzmán-Martínez, R.; González-Castro, V; Mateo-Ollagüe, J.. "Dimensionality Reduction Techniques for Neural Classfiiers in Lamb Fat Classification based on FTIR Spectroscopy". In: XIII Conferencia de la Asociación Española para la Inteligencia Artificial. Paper presented at Actas de la XIII Conferencia de la Asociación Española para la Inteligencia Artificial, 2009. pp. 571–580.
Aláiz-Rodríguez, R.; Guzmán-Martínez, R.; González-Castro, V; Mateo-Ollagüe, J.. "Dimensionality Reduction Techniques for Neural Classiers in Lamb Fat Classication based on FTIR Spectroscopy". In: XIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 09). Paper presented at Actas de la XIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 09), Sevilla. 2009.