loading...
 This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
Fifth International Conference on Hybrid Intelligent Systems (HIS'05)
Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles
Rio de Janeiro, Brazil
December 06-December 09
ISBN: 0-7695-2457-5
ASCII Text
x 
 
Anne M P Canuto, Lucas de Melo Oliveira, Joao C Junior Xavier, Araken de M Santos, Marjory C C Abreu, "Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles," Hybrid Intelligent Systems, International Conference on, pp. 285-290, Fifth International Conference on Hybrid Intelligent Systems (HIS'05), 2005.
 
 
BibTex
x
 
@article{ 10.1109/ICHIS.2005.87,
author = {Anne M P Canuto and Lucas de Melo Oliveira and Joao C Junior Xavier and Araken de M Santos and Marjory C C Abreu},
title = {Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles},
journal ={Hybrid Intelligent Systems, International Conference on},
volume = {0},
year = {2005},
isbn = {0-7695-2457-5},
pages = {285-290},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICHIS.2005.87},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Hybrid Intelligent Systems, International Conference on
TI - Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles
SN - 0-7695-2457-5
SP285
EP290
A1 - Anne M P Canuto,
A1 - Lucas de Melo Oliveira,
A1 - Joao C Junior Xavier,
A1 - Araken de M Santos,
A1 - Marjory C C Abreu,
PY - 2005
KW - null
VL - 0
JA - Hybrid Intelligent Systems, International Conference on
ER -
 
Anne M P Canuto, Federal University of Rio Grande do Norte, Brazil
Lucas de Melo Oliveira, Federal University of Rio Grande do Norte, Brazil
Joao C Junior Xavier, Federal University of Rio Grande do Norte, Brazil
Araken de M Santos, Federal University of Rio Grande do Norte, Brazil
Marjory C C Abreu, Federal University of Rio Grande do Norte, Brazil
This paper presents a wide evaluation of performance and diversity in Hybrid and non-hybrid structures of ensembles. In applying some diversity measures at the chosen ensemble, it is intended to analyse the effect of varying diversity in ensembles and how the variation of diversity can affect the performance of several combination methods (selection-based and combinationbased methods). Finally, it is also intended to understand the reasons that some combination methods are more affected by variation in diversity.
Citation:
Anne M P Canuto, Lucas de Melo Oliveira, Joao C Junior Xavier, Araken de M Santos, Marjory C C Abreu, "Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles," his, pp.285-290, Fifth International Conference on Hybrid Intelligent Systems (HIS'05), 2005
Usage of this product signifies your acceptance of the Terms of Use.