2012
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Rodríguez, Juan José; Díez-Pastor, José Francisco; Maudes, Jesús; García-Osorio, César Disturbing Neighbors Ensembles of Trees for Imbalanced Data Inproceedings In: Wani, Arif M; Khoshgoftaar, Taghi; Zhu, Xingquan (Hill); Seliya, Naeem (Ed.): 11th International Conference on Machine Learning and Applications, ICMLA 2012, pp. 83-88, IEEE, Boca Ratón, EEUU, 2012, ISBN: 978-0-7695-4913-2. Links | BibTeX | Tags: Class-imbalanced problems, Data Mining, Decision trees, Disturbing neighbors, Ensemble methods @inproceedings{RDMG12,
title = {Disturbing Neighbors Ensembles of Trees for Imbalanced Data},
author = {Juan José Rodríguez and José Francisco Díez-Pastor and Jesús Maudes and César García-Osorio},
editor = {Arif M Wani and Taghi Khoshgoftaar and Xingquan (Hill) Zhu and Naeem Seliya},
doi = {10.1109/ICMLA.2012.181},
isbn = {978-0-7695-4913-2},
year = {2012},
date = {2012-01-01},
booktitle = {11th International Conference on Machine Learning and Applications, ICMLA 2012},
volume = {2},
pages = {83-88},
publisher = {IEEE},
address = {Boca Ratón, EEUU},
keywords = {Class-imbalanced problems, Data Mining, Decision trees, Disturbing neighbors, Ensemble methods},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2009
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Maudes, Jesús; Rodríguez, Juan José; García-Osorio, César Disturbing Neighbors Ensembles for Linear SVM Inproceedings In: Benediktsson, Jon Atli; Kittler, Josef; Roli, Fabio (Ed.): 8th International Workshop on Multiple Classifier Systems, MCS 2009, pp. 191–200, Springer-Verlag, Reykjavik, Iceland, 2009, ISBN: 978-3-642-02325-5. Links | BibTeX | Tags: Classifier ensembles, Data Mining, Decision trees, Disturbing neighbors, Ensemble methods, Support vector machines @inproceedings{MRG09a,
title = {Disturbing Neighbors Ensembles for Linear SVM},
author = {Jesús Maudes and Juan José Rodríguez and César García-Osorio},
editor = {Jon Atli Benediktsson and Josef Kittler and Fabio Roli},
doi = {10.1007/978-3-642-02326-2_20},
isbn = {978-3-642-02325-5},
year = {2009},
date = {2009-01-01},
booktitle = {8th International Workshop on Multiple Classifier Systems, MCS 2009},
volume = {5519},
pages = {191--200},
publisher = {Springer-Verlag},
address = {Reykjavik, Iceland},
series = {Lecture Notes in Computer Science},
keywords = {Classifier ensembles, Data Mining, Decision trees, Disturbing neighbors, Ensemble methods, Support vector machines},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rodríguez, Juan José; Maudes, Jesús; Pardo, Carlos; García-Osorio, César Disturbing Neighbors Ensembles for Regression Inproceedings In: XIII Conferencia de la Asociación Española para la
Inteligencia Artificial, CAEPIA - TTIA 2009, pp. 369-378, Asociación Española para la Inteligencia Artificial, Sevilla, Spain, 2009, ISBN: 978-84-692-6424-9. BibTeX | Tags: Data Mining, Disturbing neighbors, Regression, Regression ensembles @inproceedings{RMPG09,
title = {Disturbing Neighbors Ensembles for Regression},
author = {Juan José Rodríguez and Jesús Maudes and Carlos Pardo and César García-Osorio},
isbn = {978-84-692-6424-9},
year = {2009},
date = {2009-01-01},
booktitle = {XIII Conferencia de la Asociación Española para la
Inteligencia Artificial, CAEPIA - TTIA 2009},
pages = {369-378},
publisher = {Asociación Española para la Inteligencia Artificial},
address = {Sevilla, Spain},
keywords = {Data Mining, Disturbing neighbors, Regression, Regression ensembles},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2008
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Maudes-Raedo, Jesús; Rodríguez, Juan José; García-Osorio, César Disturbing Neighbors Diversity for Decision Forest Inproceedings In: Valentini, Giorgio; Okun, Oleg (Ed.): Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (SUEMA 2008), pp. 67–71, Patras, Grecia, 2008, ISBN: 978-84-612-4475-1. BibTeX | Tags: Classifier ensembles, Data Mining, Decision trees, Disturbing neighbors, Ensemble methods @inproceedings{SUEMA2008:DisturbingNeighbors,
title = {Disturbing Neighbors Diversity for Decision Forest},
author = {Jesús Maudes-Raedo and Juan José Rodríguez and César García-Osorio},
editor = {Giorgio Valentini and Oleg Okun},
isbn = {978-84-612-4475-1},
year = {2008},
date = {2008-00-01},
booktitle = {Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (SUEMA 2008)},
pages = {67--71},
address = {Patras, Grecia},
keywords = {Classifier ensembles, Data Mining, Decision trees, Disturbing neighbors, Ensemble methods},
pubstate = {published},
tppubtype = {inproceedings}
}
|
