
Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets
- Author
- Nele Verbiest (UGent) , Sarah Vluymans (UGent) , Chris Cornelis (UGent) , Nicolás García-Pedrajas and Yvan Saeys (UGent)
- Organization
- Keywords
- Ensembles, INSTANCE SELECTION, K Nearest Neighbor, Evolutionary algorithms, Classification, DIFFERENTIAL EVOLUTION, REDUCTION, ALGORITHMS
Downloads
-
(...).pdf
- full text
- |
- UGent only
- |
- |
- 1.87 MB
Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-7250134
- MLA
- Verbiest, Nele, et al. “Improving Nearest Neighbor Classification Using Ensembles of Evolutionary Generated Prototype Subsets.” APPLIED SOFT COMPUTING, vol. 44, 2016, pp. 75–88, doi:10.1016/j.asoc.2016.03.015.
- APA
- Verbiest, N., Vluymans, S., Cornelis, C., García-Pedrajas, N., & Saeys, Y. (2016). Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets. APPLIED SOFT COMPUTING, 44, 75–88. https://doi.org/10.1016/j.asoc.2016.03.015
- Chicago author-date
- Verbiest, Nele, Sarah Vluymans, Chris Cornelis, Nicolás García-Pedrajas, and Yvan Saeys. 2016. “Improving Nearest Neighbor Classification Using Ensembles of Evolutionary Generated Prototype Subsets.” APPLIED SOFT COMPUTING 44: 75–88. https://doi.org/10.1016/j.asoc.2016.03.015.
- Chicago author-date (all authors)
- Verbiest, Nele, Sarah Vluymans, Chris Cornelis, Nicolás García-Pedrajas, and Yvan Saeys. 2016. “Improving Nearest Neighbor Classification Using Ensembles of Evolutionary Generated Prototype Subsets.” APPLIED SOFT COMPUTING 44: 75–88. doi:10.1016/j.asoc.2016.03.015.
- Vancouver
- 1.Verbiest N, Vluymans S, Cornelis C, García-Pedrajas N, Saeys Y. Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets. APPLIED SOFT COMPUTING. 2016;44:75–88.
- IEEE
- [1]N. Verbiest, S. Vluymans, C. Cornelis, N. García-Pedrajas, and Y. Saeys, “Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets,” APPLIED SOFT COMPUTING, vol. 44, pp. 75–88, 2016.
@article{7250134, author = {{Verbiest, Nele and Vluymans, Sarah and Cornelis, Chris and García-Pedrajas, Nicolás and Saeys, Yvan}}, issn = {{1568-4946}}, journal = {{APPLIED SOFT COMPUTING}}, keywords = {{Ensembles,INSTANCE SELECTION,K Nearest Neighbor,Evolutionary algorithms,Classification,DIFFERENTIAL EVOLUTION,REDUCTION,ALGORITHMS}}, language = {{eng}}, pages = {{75--88}}, title = {{Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets}}, url = {{http://doi.org/10.1016/j.asoc.2016.03.015}}, volume = {{44}}, year = {{2016}}, }
- Altmetric
- View in Altmetric
- Web of Science
- Times cited: