Publications

Andrews curves Applied Machine Learning Artificial intelligence Big data Boosting Business intelligence Chomsky normal form Class-imbalanced problems Classifier ensembles Cocke-Younger-Kasami algorithm Computer Science teaching Data Mining Data visualization Decision trees Disturbing neighbors End of studies project Ensemble methods Ensembles Exploratory data analysis Exploratory projection pursuit Instance selection Linear projections LL parsing Machine learning Multi-label classification Neural networks Parsing algorithms Random forest Random oracles Regression Regression ensembles Regression trees Regular expressions Rotation forest Self organizing maps SMOTE Spark Support vector machines surface roughness Virtual Reality

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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, vol. 16, no. 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, vol. 57, no. 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