Comparing the performance of different neural networks for binary classification problems

@article{Jeatrakul2009ComparingTP,
  title={Comparing the performance of different neural networks for binary classification problems},
  author={Piyasak Jeatrakul and K. W. Wong},
  journal={2009 Eighth International Symposium on Natural Language Processing},
  year={2009},
  pages={111-115}
}
Classification problem is a decision making task where many researchers have been working on. There are a number of techniques proposed to perform classification. Neural network is one of the artificial intelligent techniques that has many successful examples when applying to this problem. This paper presents a comparison of neural network techniques for binary classification problems. The classification performance obtained by five different types of neural networks for comparison are Back… CONTINUE READING
Highly Cited
This paper has 63 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 33 extracted citations

63 Citations

01020'12'14'16'18
Citations per Year
Semantic Scholar estimates that this publication has 63 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-9 of 9 references

Hybrid soft computing techniques for heterogeneous data classification , " in Fuzzy Systems , 2002 . FUZZ - IEEE ' 02

  • G. L. Grinblat Ahumada, L. C. Uzal, P. M. Granitto, A. Ceccatto
  • Proceedings of the 2002 IEEE International…
  • 2003

Comparative analysis of artificial neural network models : application in bankruptcy prediction , " in Neural Networks , 1999 . IJCNN ' 99

  • A. Charitou Charalambous, F. Kaourou
  • 1994

Artificial neural neworks technology : A DACS state - ofthe - art report

  • G. McNeill
  • Kaman Sciences Corporation
  • 1992

Experimental analysis of neural network based feature extractors for cursive handwriting recognition , " in Neural Networks , 2002 . IJCNN ' 02

  • B. Verma Gang, S. Kulkami
  • Proceedings of the 2002 International Joint…

Performance comparison of BP and GRNN models of the neural network paradigm using a practical industrial application , " in Neural Information Processing , 1999

  • C.-h. Zhou Luo, Y. Leung, V. Karri
  • Neural Networks and Brain , 2005 . ICNN & B ' 05…

Similar Papers

Loading similar papers…