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Coverage-based resampling: Building robust consolidated decision trees

  • Published:2015-05 Issue: Volume:79 Page:51-67
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

Ibarguren Igor,Pérez Jesús M.,Muguerza Javier,Gurrutxaga Ibai,Arbelaitz Olatz

Funder

Department of Education, Universities and Research of the Basque Government

Science and Education Department of the Spanish Government

Basque Government’s SAIOTEK

University of the Basque Country

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference68 articles.

1. Neural networks for classification: a survey;Zhang;IEEE Trans. Syst. Man, Cybern. C: Appl. Rev.,2000

2. 10 challenging problems in data mining research;Yang;Int. J. Inform. Technol. Decis. Making,2006

3. Learning from imbalanced data;He;IEEE Trans. Knowl. Data Eng.,2009

4. Enhancing the effectiveness and interpretability of decision tree and rule induction classifiers with evolutionary training set selection over imbalanced problems;García;Appl. Soft Comput.,2009

5. Class imbalance and the curse of minority hubs;Tomašev;Knowl.-Based Syst.,2013

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