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@incollection{DBLP:series/isrl/BlaszczynskiS18,
  author       = {Jerzy Blaszczynski and
                  Jerzy Stefanowski},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Improving Bagging Ensembles for Class Imbalanced Data by Active Learning},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {25--52},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_3},
  doi          = {10.1007/978-3-319-67588-6\_3},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/BlaszczynskiS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/Grzymala-BusseM18,
  author       = {Jerzy W. Grzymala{-}Busse and
                  Teresa Mroczek},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Attribute Selection Based on Reduction of Numerical Attributes During
                  Discretization},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {13--24},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_2},
  doi          = {10.1007/978-3-319-67588-6\_2},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/Grzymala-BusseM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/JuniorN18,
  author       = {Jo{\~{a}}o Roberto Bertini Junior and
                  Maria do Carmo Nicoletti},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Attribute-Based Decision Graphs and Their Roles in Machine Learning
                  Related Tasks},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {53--71},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_4},
  doi          = {10.1007/978-3-319-67588-6\_4},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/JuniorN18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/Nowak-Brzezinska18,
  author       = {Agnieszka Nowak{-}Brzezinska},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Feature Selection Approach for Rule-Based Knowledge Bases},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {163--182},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_9},
  doi          = {10.1007/978-3-319-67588-6\_9},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/Nowak-Brzezinska18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/PajaPG18,
  author       = {Wieslaw Paja and
                  Krzysztof Pancerz and
                  Piotr Grochowalski},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Generational Feature Elimination and Some Other Ranking Feature Selection
                  Methods},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {97--112},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_6},
  doi          = {10.1007/978-3-319-67588-6\_6},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/PajaPG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/PetersR18,
  author       = {James Francis Peters and
                  Sheela Ramanna},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Shape Descriptions and Classes of Shapes. {A} Proximal Physical Geometry
                  Approach},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {203--225},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_11},
  doi          = {10.1007/978-3-319-67588-6\_11},
  timestamp    = {Fri, 12 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/PetersR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/Przybyla-Kasperek18,
  author       = {Malgorzata Przybyla{-}Kasperek},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Attribute Selection in a Dispersed Decision-Making System},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {133--162},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_8},
  doi          = {10.1007/978-3-319-67588-6\_8},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/isrl/Przybyla-Kasperek18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/SinghR18,
  author       = {Ashmeet Singh and
                  Sheela Ramanna},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Application of Tolerance Near Sets to Audio Signal Classification},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {241--266},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_13},
  doi          = {10.1007/978-3-319-67588-6\_13},
  timestamp    = {Fri, 12 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/SinghR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/Stanczyk18,
  author       = {Urszula Stanczyk},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Ranking-Based Rule Classifier Optimisation},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {113--131},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_7},
  doi          = {10.1007/978-3-319-67588-6\_7},
  timestamp    = {Fri, 12 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/Stanczyk18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/StanczykZJ18,
  author       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Advances in Feature Selection for Data and Pattern Recognition: An
                  Introduction},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {1--9},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_1},
  doi          = {10.1007/978-3-319-67588-6\_1},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/StanczykZJ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/SzczukoLC18,
  author       = {Piotr Szczuko and
                  Michal Lech and
                  Andrzej Czyzewski},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Comparison of Classification Methods for {EEG} Signals of Real and
                  Imaginary Motion},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {227--239},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_12},
  doi          = {10.1007/978-3-319-67588-6\_12},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/isrl/SzczukoLC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/SzenkovitsMBGLS18,
  author       = {Annam{\'{a}}ria Szenkovits and
                  Regina Meszl{\'{e}}nyi and
                  Kriszti{\'{a}}n B{\'{u}}za and
                  No{\'{e}}mi Gask{\'{o}} and
                  Rodica Ioana Lung and
                  Mihai Suciu},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Feature Selection with a Genetic Algorithm for Classification of Brain
                  Imaging Data},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {185--202},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_10},
  doi          = {10.1007/978-3-319-67588-6\_10},
  timestamp    = {Tue, 17 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/SzenkovitsMBGLS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/TarnowskaRDF18,
  author       = {Katarzyna A. Tarnowska and
                  Zbigniew W. Ras and
                  Lynn Daniel and
                  Doug Fowler},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Visual Analysis of Relevant Features in Customer Loyalty Improvement
                  Recommendation},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {269--293},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_14},
  doi          = {10.1007/978-3-319-67588-6\_14},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/TarnowskaRDF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/UtrackiB18,
  author       = {Jaroslaw Utracki and
                  Mariusz Boryczka},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Evolutionary and Aggressive Sampling for Pattern Revelation and Precognition
                  in Building Energy Managing System with Nature-Based Methods for Energy
                  Optimization},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {295--319},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_15},
  doi          = {10.1007/978-3-319-67588-6\_15},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/isrl/UtrackiB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/ZieloskoZ18,
  author       = {Beata Zielosko and
                  Krzysztof Zabinski},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Optimization of Decision Rules Relative to Length Based on Modified
                  Dynamic Programming Approach},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {73--93},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_5},
  doi          = {10.1007/978-3-319-67588-6\_5},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/ZieloskoZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/isrl/138,
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6},
  doi          = {10.1007/978-3-319-67588-6},
  isbn         = {978-3-319-67587-9},
  timestamp    = {Fri, 12 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/138.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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