García-Ordás, M. T.; Alegre, Enrique; González-Castro, V; Aláiz-Rodríguez, R.. "A computer vision approach to analyse and classify tool wear level in milling processes using shape descriptors and machine learning techniques". International Journal of Advanced Manufacturing Technology, Vol (90), (2017). DOI: 10.1007/s00170-016-9541-0.
Publications
Alegre, Enrique; García-Ordás, M. T.; González-Castro, V; Aláiz-Rodríguez, R.; Fidalgo Fernández, E. "System and procedure to determine tool wear in cutting inserts used on milling processing with shape description classification [Patent]". 2017.
García-Ordás, M. T.; Aláiz-Rodríguez, R.; Alegre, Enrique. "Clasificacion y reconocimiento de patrones". In: Conceptos y métodos en visión por computador, 2016. ISSN/ISBN: 978-84-608-8933-5.
Alegre, Enrique; García-Ordás, M. T.; Aláiz-Rodríguez, R.; Fidalgo Fernández, E. "System and procedure to determine tool wear in cutting inserts used on milling processing [Patent]". 2016.
Alegre, Enrique; Aláiz-Rodríguez, R.; Fernández-Robles, L; García-Olalla, O.; García-Ordás, D.; García-Ordás, M. T.; González-Castro, V. "Cómo estimar la edad de las personas utilizando imágenes de su rostro", Servicio de Publicaciones de la Universidad de León, 2014. ISSN/ISBN: 2254-951X.
González-Castro, V; Aláiz-Rodríguez, R.; Alegre, Enrique. "Class Distribution Estimation based on the Hellinger Distance". Information Sciences, Vol (218), (2013).
Moreno-Torres, J. G.; Raeder, T.; Aláiz-Rodríguez, R.; Chawla, N. V.; Herrera, F.. "A unifying view on dataset shift in classification". Pattern Recognition, Vol (45), (2012).
Alegre, Enrique; González-Castro, V; Aláiz-Rodríguez, R.; García-Ordás, M. T.. "Texture and moments-based classification of the acrosome integrity of boar spermatozoa images". Computer Methods and Programs in Biomedicine, Vol (108), (2012). DOI: http://dx.doi.org/ 10.1016/j.cmpb.2012.01.004.
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.
Aláiz-Rodríguez, R.; Guerrero-Curieses, A; Cid-Sueiro, J.. "Class and Subclass Probability Re-estimation to Adapt a Classifier in the Presence of Concept Drift". Neurocomputing, Vol (74), (2011). DOI: https://doi.org/10.1016/j.neucom.2011.03.019.
González-Castro, V; Aláiz-Rodríguez, R.; Alegre, Enrique. "Class Distribution Estimation in Imprecise Domains Based on Supervised Learning", Nova Publishers, 2011.
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.
Alegre, Enrique; Aláiz-Rodríguez, R.; Fidalgo Fernández, E; Fernández-Robles, L. "Surface Finish Control in Machining Processes Using Haralick Descriptors and Neuronal Networks". In: Computational Modeling of Objects Represented in Images, Springer Berlin / Heidelberg, pp. 231-241, 2010. DOI: http://dx.doi.org/10.1007/978-3-642-12712-0_21.
Guerrero-Curieses, A; Aláiz-Rodríguez, R.; Cid-Sueiro, J.. "Cost-sensitive and modular land-cover classification based on posterior probability estimates". Internacional Journal of Remote Sensing, Vol (30), (2009).
Santos-Rodríguez, R.; Guerrero-Curieses, A; Aláiz-Rodríguez, R.; Cid-Sueiro, J.. "Cost-Sensitive Learning Based on Bregman Divergents". Machine Learning, Vol (736), (2009).
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.