2014
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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 @inproceedings{ESTYLF2014a,
title = {Segmentación de defectos en piezas de fundido usando umbrales adaptativos y ensembles},
author = {José Francisco Díez-Pastor and Alvar Arnaiz-González and César García-Osorio and Juan José Rodríguez},
isbn = {978-84-15688-76-1},
year = {2014},
date = {2014-01-01},
booktitle = {XVII congreso español sobre tecnologías y lógica fuzzy, ESTYLF 2014},
pages = {345-350},
address = {Zaragoza, Spain},
keywords = {Applied Machine Learning, Business intelligence, Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2013
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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 @inproceedings{ieaaieDiez-PastorGBB13,
title = {Imbalanced Learning Ensembles for Defect Detection in X-Ray Images},
author = {José Francisco Díez-Pastor and César García-Osorio and Víctor Barbero-García and Alan Blanco-Álamo},
editor = {Moonis Ali and Tibor Bosse and Koen V Hindriks and Mark Hoogendoorn and Catholijn M Jonker and Jan Treur},
url = {http://www.scopus.com/inward/record.url?eid=2-s2.0-84881385369&partnerID=40&md5=a5b5f8ad1a108c9da02b51a1346ddb10},
doi = {10.1007/978-3-642-38577-3_68},
isbn = {978-3-642-38576-6},
year = {2013},
date = {2013-01-01},
booktitle = {26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013},
pages = {654-663},
address = {Amsterdam, The Netherland},
keywords = {Applied Machine Learning, Business intelligence, Class-imbalanced problems, Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2012
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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 @article{BPforIndustrialData2012,
title = {Boosting Projections to improve surface roughness prediction in high-torque milling operations},
author = {José Francisco Díez-Pastor and Andrés Bustillo and Guillem Quintana and César García-Osorio},
url = {http://dx.doi.org/10.1007/s00500-012-0846-0},
doi = {10.1007/s00500-012-0846-0},
issn = {1432-7643 (Print) 1433-7479 (Online)},
year = {2012},
date = {2012-01-01},
journal = {Soft Computing},
volume = {16},
number = {8},
pages = {1427-1437},
keywords = {Applied Machine Learning, Business intelligence, Data Mining, Ensemble methods},
pubstate = {published},
tppubtype = {article}
}
|
2011
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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 @article{Bustillo2011,
title = {Avoiding neural network fine tuning by using ensemble learning: application to ball-end milling operations},
author = {Andres Bustillo and José Francisco Díez-Pastor and Guillem Quintana and César García-Osorio},
url = {http://dx.doi.org/10.1007/s00170-011-3300-z},
doi = {10.1007/s00170-011-3300-z},
issn = {0268-3768},
year = {2011},
date = {2011-01-01},
journal = {The International Journal of Advanced Manufacturing Technology},
volume = {57},
number = {5--8},
pages = {1-12},
publisher = {Springer London},
note = {10.1007/s00170-011-3300-z},
keywords = {Applied Machine Learning, Business intelligence, Neural networks},
pubstate = {published},
tppubtype = {article}
}
|
2010
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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 @proceedings{fyfe:ideal2010,
title = {11th International Conference on Intelligent Data Engineering and Automated Learning},
editor = {C Fyfe and P Tino and D Charles and C García-Osorio and H Yin},
isbn = {978-3-642-15380-8},
year = {2010},
date = {2010-09-01},
publisher = {Springer},
organization = {IDEAL2010},
keywords = {Applied Machine Learning, Business intelligence, Data Mining},
pubstate = {published},
tppubtype = {proceedings}
}
|
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 @inproceedings{DRBG10,
title = {Aplicación de Bosques de Decisión a la Detección de Roturas en Herramientas Multifilo},
author = {José Francisco Díez-Pastor and Juan José Rodríguez and Andrés Bustillo and César García-Osorio and Aníbal Reñones},
editor = {Alicia Troncoso and José C Riquelme},
isbn = {978-84-92812-60-8},
year = {2010},
date = {2010-01-01},
booktitle = {V Simposio de Teoría y Aplicaciones de Minería de Datos, TAMIDA 2010},
pages = {275-282},
publisher = {Garceta grupo editorial},
note = {Simposio organizado por Red Española de Minería de Datos y Aprendizaje},
keywords = {Applied Machine Learning, Business intelligence, Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
