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Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection

Joaquín Derrac, Chris Cornelis UGent, Salvador García and Francisco Herrera (2012) INFORMATION SCIENCES. 186(1). p.73-92
Please use this url to cite or link to this publication:
author
organization
year
type
journalArticle (original)
publication status
published
subject
keyword
Feature selection, Instance selection, Rough sets, Evolutionary algorithms, Nearest neighbor, NEAREST-NEIGHBOR CLASSIFICATION, ATTRIBUTE REDUCTION, GENETIC ALGORITHM, NETWORKS, DESIGN
journal title
INFORMATION SCIENCES
Inf. Sci.
volume
186
issue
1
pages
73 - 92
Web of Science type
Article
Web of Science id
000298460300005
JCR category
COMPUTER SCIENCE, INFORMATION SYSTEMS
JCR impact factor
3.643 (2012)
JCR rank
6/132 (2012)
JCR quartile
1 (2012)
ISSN
0020-0255
DOI
10.1016/j.ins.2011.09.027
language
English
UGent publication?
yes
classification
A1
copyright statement
I have transferred the copyright for this publication to the publisher
id
2919459
handle
http://hdl.handle.net/1854/LU-2919459
date created
2012-06-25 17:18:45
date last changed
2012-07-06 14:47:20
@article{2919459,
  author       = {Derrac, Joaqu{\'i}n and Cornelis, Chris and Garc{\'i}a, Salvador and Herrera, Francisco},
  issn         = {0020-0255},
  journal      = {INFORMATION SCIENCES},
  keyword      = {Feature selection,Instance selection,Rough sets,Evolutionary algorithms,Nearest neighbor,NEAREST-NEIGHBOR CLASSIFICATION,ATTRIBUTE REDUCTION,GENETIC ALGORITHM,NETWORKS,DESIGN},
  language     = {eng},
  number       = {1},
  pages        = {73--92},
  title        = {Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection},
  url          = {http://dx.doi.org/10.1016/j.ins.2011.09.027},
  volume       = {186},
  year         = {2012},
}

Chicago
Derrac, Joaquín, Chris Cornelis, Salvador García, and Francisco Herrera. 2012. “Enhancing Evolutionary Instance Selection Algorithms by Means of Fuzzy Rough Set Based Feature Selection.” Information Sciences 186 (1): 73–92.
APA
Derrac, J., Cornelis, C., García, S., & Herrera, F. (2012). Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection. INFORMATION SCIENCES, 186(1), 73–92.
Vancouver
1.
Derrac J, Cornelis C, García S, Herrera F. Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection. INFORMATION SCIENCES. 2012;186(1):73–92.
MLA
Derrac, Joaquín, Chris Cornelis, Salvador García, et al. “Enhancing Evolutionary Instance Selection Algorithms by Means of Fuzzy Rough Set Based Feature Selection.” INFORMATION SCIENCES 186.1 (2012): 73–92. Print.