Open Access

Research Of Two Class Confidence Classification Based On One Class Classifier


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1. Vovk, V., A. Gammerman, G. Shafer. Algorithmic Learning in A Random World. USA, Springer Science+Business Media, Inc., 2005.Search in Google Scholar

2. Liu, C. L., M. Nakagawa. Precise Candidate Selection for Large Character Set Recognition by Confidence Evaluation. - IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 22, 2000, No 6, 636-642.10.1109/34.862202Search in Google Scholar

3. Richard, M. D., R. P. Lippmann. Neural Network Classifiers Estimate Bayesian a Posterior Probabilities. - Neural Computation, Vol. 3, l991, No 4, 461-483.10.1162/neco.1991.3.4.46131167331Search in Google Scholar

4. Grandvalet, Y. Support Vector Machines with a Reject Option. Vancouver B. C. Canada: Advances in Neural Information Processing Systems 21. - In: Proceedings of the 2008 Conference, 2009, 537-544.Search in Google Scholar

5. Ping, Zhang, Tien D. Bui, Ching Y. Suen. Anovel Cascade Ensemble Classifier System with a High Recognition Performance on Handwritten Digits. - Pattern Recognition, Vol. 40, 2007, 3415-3429.10.1016/j.patcog.2007.03.022Search in Google Scholar

6. Kyrki, V., J. K. Kamarainen, H. Kalviainen. Simple Gabor Feature Space for Invariant Object Recognition. - Pattern Recognition Letters, Vol. 25, 2004, No 3, 311-318.10.1016/j.patrec.2003.10.008Search in Google Scholar

7. Tax, D. M. J. One-Class Classification. Delft, Delft University of Technology, 2001.Search in Google Scholar

8. Chow, C. K. On Optimum Recognition Error and Reject Tradeoff. - IEEE Trans. on Inf. Theory, Vol. 16, 1970, 41-46.10.1109/TIT.1970.1054406Search in Google Scholar

9. Zhang, Chunxia, Zhang Jiangsh e. Review of Selective Ensemble Learning Algorithm. - Chinese Journal of Computers, Vol. 34, August 2011, No 8.10.3724/SP.J.1016.2011.01399Search in Google Scholar

10. Xu, L., A. Krzyzak, C. Y. Suen. Methods of Combining Multiple Classifiers and Their Application to Handwritting Recognition. - IEEE Transaction on Systems, Man, and Cybernetics, Vol. 22, 1992, No 3, 418-435.10.1109/21.155943Search in Google Scholar

11. Ghodselahi, A. A Hybrid Support Vector Machine Ensemble Model for Credit Scoring. - International Journal of Computer Applications, Vol. 17, 2011, No 5, p. 1.10.5120/2220-2829Search in Google Scholar

12. http://www.csie.ntu.edu.tw/~cjlin/Search in Google Scholar

13. Feng, Aimin. Structure-Driven Single Classifier Design and Extension Research. - Nanjing, Nanjing University of Aeronautics and Astronautics, 2011, 3, 14-17.Search in Google Scholar

14. http://archive.ics.uci.edu/ml/ Search in Google Scholar

eISSN:
1314-4081
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Computer Sciences, Information Technology