Publications

@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}

}

@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}

}

@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}

}

@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}

}