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@incollection{DBLP:series/sci/ArmanoH11,
  author       = {Giuliano Armano and
                  Nima Hatami},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {An Improved Mixture of Experts Model: Divide and Conquer Using Random
                  Prototypes},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {217--231},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_13},
  doi          = {10.1007/978-3-642-22910-7\_13},
  timestamp    = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/ArmanoH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/BautistaEBPVR11,
  author       = {Miguel {\'{A}}ngel Bautista and
                  Sergio Escalera and
                  Xavier Bar{\'{o}} and
                  Oriol Pujol and
                  Jordi Vitri{\`{a}} and
                  Petia Radeva},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {On the Design of Low Redundancy Error-Correcting Output Codes},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {21--38},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_2},
  doi          = {10.1007/978-3-642-22910-7\_2},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/BautistaEBPVR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/CasalePR11,
  author       = {Pierluigi Casale and
                  Oriol Pujol and
                  Petia Radeva},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Embedding Random Projections in Regularized Gradient Boosting Machines},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {201--216},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_12},
  doi          = {10.1007/978-3-642-22910-7\_12},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/CasalePR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/CecconGCT11,
  author       = {Stefano Ceccon and
                  David Garway{-}Heath and
                  David P. Crabb and
                  Allan Tucker},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Ensembles of Bayesian Network Classifiers Using Glaucoma Data and
                  Expertise},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {133--150},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_8},
  doi          = {10.1007/978-3-642-22910-7\_8},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/CecconGCT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/DengDRT11,
  author       = {Houtao Deng and
                  Saylisse D{\'{a}}vila and
                  George C. Runger and
                  Eugene Tuv},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Learning Markov Blankets for Continuous or Discrete Networks via Feature
                  Selection},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {117--131},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_7},
  doi          = {10.1007/978-3-642-22910-7\_7},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/DengDRT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/DuangsoithongW11,
  author       = {Rakkrit Duangsoithong and
                  Terry Windeatt},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Hybrid Correlation and Causal Feature Selection for Ensemble Classifiers},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {97--115},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_6},
  doi          = {10.1007/978-3-642-22910-7\_6},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/DuangsoithongW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/ElghazelAP11,
  author       = {Haytham Elghazel and
                  Alex Aussem and
                  Florence Perraud},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Trading-Off Diversity and Accuracy for Optimal Ensemble Tree Selection
                  in Random Forests},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {169--179},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_10},
  doi          = {10.1007/978-3-642-22910-7\_10},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/ElghazelAP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/PardoDDG11,
  author       = {Carlos Pardo and
                  Juan J. Rodr{\'{\i}}guez Diez and
                  Jos{\'{e}}{-}Francisco D{\'{\i}}ez{-}Pastor and
                  C{\'{e}}sar Ignacio Garc{\'{\i}}a{-}Osorio},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Random Oracles for Regression Ensembles},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {181--199},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_11},
  doi          = {10.1007/978-3-642-22910-7\_11},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/PardoDDG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/RozzaLRCVC11,
  author       = {Alessandro Rozza and
                  Gabriele Lombardi and
                  Matteo Re and
                  Elena Casiraghi and
                  Giorgio Valentini and
                  Paola Campadelli},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {A Novel Ensemble Technique for Protein Subcellular Location Prediction},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {151--167},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_9},
  doi          = {10.1007/978-3-642-22910-7\_9},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/RozzaLRCVC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/SchoweM11,
  author       = {Benjamin Schowe and
                  Katharina Morik},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Fast-Ensembles of Minimum Redundancy Feature Selection},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {75--95},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_5},
  doi          = {10.1007/978-3-642-22910-7\_5},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/SchoweM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/SmirnovMNS11,
  author       = {Evgueni N. Smirnov and
                  Matthijs Moed and
                  Georgi I. Nalbantov and
                  Ida G. Sprinkhuizen{-}Kuyper},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Minimally-Sized Balanced Decomposition Schemes for Multi-class Classification},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {39--58},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_3},
  doi          = {10.1007/978-3-642-22910-7\_3},
  timestamp    = {Fri, 09 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/SmirnovMNS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/SmithW11,
  author       = {Raymond S. Smith and
                  Terry Windeatt},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Facial Action Unit Recognition Using Filtered Local Binary Pattern
                  Features with Bootstrapped and Weighted {ECOC} Classifiers},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {1--20},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_1},
  doi          = {10.1007/978-3-642-22910-7\_1},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/SmithW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/Zliobaite11,
  author       = {Indre Zliobaite},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Three Data Partitioning Strategies for Building Local Classifiers},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {233--250},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_14},
  doi          = {10.1007/978-3-642-22910-7\_14},
  timestamp    = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Zliobaite11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/ZorWY11,
  author       = {Cemre Zor and
                  Terry Windeatt and
                  Berrin A. Yanikoglu},
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Bias-Variance Analysis of {ECOC} and Bagging Using Neural Nets},
  booktitle    = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  pages        = {59--73},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7\_4},
  doi          = {10.1007/978-3-642-22910-7\_4},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/ZorWY11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/sci/2011-373,
  editor       = {Oleg Okun and
                  Giorgio Valentini and
                  Matteo R{\'{e}}},
  title        = {Ensembles in Machine Learning Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {373},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22910-7},
  doi          = {10.1007/978-3-642-22910-7},
  isbn         = {978-3-642-22909-1},
  timestamp    = {Fri, 09 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/2011-373.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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