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      An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

      Author(s): , , , ,
      Publication date Created:
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      Journal: Information Sciences
      Publisher: Elsevier BV

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          A study of the behavior of several methods for balancing machine learning training data

          Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard (2004)
          Article 0 comments Cited 470 times – based on 0 reviews     Review now
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            A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

            M Galar, A. Fernández, E. Barrenechea … (2012)
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              CLASSIFICATION OF IMBALANCED DATA: A REVIEW

              Andrew Wong, YANMIN SUN, MOHAMED S. KAMEL (2009)
              Article 0 comments Cited 256 times – based on 0 reviews     Review now
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                Author and article information

                Journal
                Title: Information Sciences
                Abbreviated Title: Information Sciences
                Publisher: Elsevier BV
                ISSN (Print): 00200255
                Publication date Created: November 2013
                Publication date (Print): November 2013
                Volume: 250
                Issue:
                Pages: 113-141
                Article
                DOI: 10.1016/j.ins.2013.07.007
                SO-VID: 353a6915-63f6-4b3b-9e19-00c12da31fec
                Copyright © © 2013
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