International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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Volume 95 - Issue 16 |
Published: June 2014 |
Authors: Varuna Tyagi, Anju Mishra |
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Varuna Tyagi, Anju Mishra . A Survey on Ensemble Combination Schemes of Neural Network. International Journal of Computer Applications. 95, 16 (June 2014), 18-21. DOI=10.5120/16679-6784
@article{ 10.5120/16679-6784, author = { Varuna Tyagi,Anju Mishra }, title = { A Survey on Ensemble Combination Schemes of Neural Network }, journal = { International Journal of Computer Applications }, year = { 2014 }, volume = { 95 }, number = { 16 }, pages = { 18-21 }, doi = { 10.5120/16679-6784 }, publisher = { Foundation of Computer Science (FCS), NY, USA } }
%0 Journal Article %D 2014 %A Varuna Tyagi %A Anju Mishra %T A Survey on Ensemble Combination Schemes of Neural Network%T %J International Journal of Computer Applications %V 95 %N 16 %P 18-21 %R 10.5120/16679-6784 %I Foundation of Computer Science (FCS), NY, USA
The Neural network ensembles are the most effective approach to improve the neural network system. The combination of neural networks can provide more accurate result than a single network. The simple averaging, weighted averaging, majority voting and ranking are commonly used combination strategies, and from these strategies each method has its limitations like for which application area particular is suited . This paper present a survey on different ensemble combination schemes as invented in literature.