Publications

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2014

Díez-Pastor, José Francisco; Arnaiz-González, Alvar; García-Osorio, César; Rodríguez, Juan José

Segmentación de defectos en piezas de fundido usando umbrales adaptativos y ensembles Inproceedings

In: XVII congreso español sobre tecnologías y lógica fuzzy, ESTYLF 2014, pp. 345-350, Zaragoza, Spain, 2014, ISBN: 978-84-15688-76-1.

BibTeX | Tags: Applied Machine Learning, Business intelligence, Data Mining

2013

Díez-Pastor, José Francisco; García-Osorio, César; Barbero-García, Víctor; Blanco-Álamo, Alan

Imbalanced Learning Ensembles for Defect Detection in X-Ray Images Inproceedings

In: Ali, Moonis; Bosse, Tibor; Hindriks, Koen V; Hoogendoorn, Mark; Jonker, Catholijn M; Treur, Jan (Ed.): 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, pp. 654-663, Amsterdam, The Netherland, 2013, ISBN: 978-3-642-38576-6.

Links | BibTeX | Tags: Applied Machine Learning, Business intelligence, Class-imbalanced problems, Data Mining

2012

Díez-Pastor, José Francisco; Bustillo, Andrés; Quintana, Guillem; García-Osorio, César

Boosting Projections to improve surface roughness prediction in high-torque milling operations Journal Article

In: Soft Computing, 16 (8), pp. 1427-1437, 2012, ISSN: 1432-7643 (Print) 1433-7479 (Online).

Links | BibTeX | Tags: Applied Machine Learning, Business intelligence, Data Mining, Ensemble methods

2011

Bustillo, Andres; Díez-Pastor, José Francisco; Quintana, Guillem; García-Osorio, César

Avoiding neural network fine tuning by using ensemble learning: application to ball-end milling operations Journal Article

In: The International Journal of Advanced Manufacturing Technology, 57 (5--8), pp. 1-12, 2011, ISSN: 0268-3768, (10.1007/s00170-011-3300-z).

Links | BibTeX | Tags: Applied Machine Learning, Business intelligence, Neural networks

2010

Fyfe, C; Tino, P; Charles, D; García-Osorio, C; Yin, H (Ed.)

11th International Conference on Intelligent Data Engineering and Automated Learning Proceeding

IDEAL2010 Springer, 2010, ISBN: 978-3-642-15380-8.

BibTeX | Tags: Applied Machine Learning, Business intelligence, Data Mining

Díez-Pastor, José Francisco; Rodríguez, Juan José; Bustillo, Andrés; García-Osorio, César; Reñones, Aníbal

Aplicación de Bosques de Decisión a la Detección de Roturas en Herramientas Multifilo Inproceedings

In: Troncoso, Alicia; Riquelme, José C (Ed.): V Simposio de Teoría y Aplicaciones de Minería de Datos, TAMIDA 2010, pp. 275-282, Garceta grupo editorial, 2010, ISBN: 978-84-92812-60-8, (Simposio organizado por Red Española de Minería de Datos y Aprendizaje).

BibTeX | Tags: Applied Machine Learning, Business intelligence, Data Mining

2004

García-Osorio, César; Fyfe, Colin

Making Agent's Decisions Transparent Inproceedings

In: Botty, Vicente; Corchado, Emilio (Ed.): 3rd International Workshop on Practical Applications of Agents and Multiagent Systems, IWPAAMS 2004, pp. 339–342, Universidad de Burgos, 2004, ISBN: 84--96394--07--7.

BibTeX | Tags: Business intelligence, Multiagent systems