Diverse classifier ensemble creation based on heuristic dataset modification-Reference-Cited by-同舟云学术

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Diverse classifier ensemble creation based on heuristic dataset modification

Published:2017-08-16 Issue:7 Volume:45 Page:1209-1226
ISSN:0266-4763
Container-title:Journal of Applied Statistics
language:en
Short-container-title:Journal of Applied Statistics

Author:

Jamalinia Hamid¹,Khalouei Saber²,Rezaie Vahideh³⁴,Nejatian Samad⁴⁵,Bagheri-Fard Karamolah²⁴,Parvin Hamid¹⁶

Affiliation:

1. Department of Computer Engineering, Islamic Azad University, Nourabad Mamasani, Iran

2. Department of Computer Engineering, Islamic Azad University, Yasooj, Iran

3. Department of Mathematics, Islamic Azad University, Yasooj, Iran

4. Young Researchers and Elite Club, Islamic Azad University, Yasooj, Iran

5. Department of Electrical Engineering, Islamic Azad University, Yasooj, Iran

6. Young Researchers and Elite Club, Islamic Azad University, Nourabad Mamasani, Iran

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/02664763.2017.1363163

Reference62 articles.

1. New Applications of Ensembles of Classifiers

2. Performance of global–local hybrid ensemble versus boosting and bagging ensembles

3. The impact of diversity on the accuracy of evidential classifier ensembles

4. Multiple classifier systems for robust classifier design in adversarial environments

5. Neighbourhood sampling in bagging for imbalanced data

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