Classification accuracy improvement of neural network classifiers by using unlabeled data

IEEE Transactions on Geoscience and Remote Sensing

Volumn 36, Issue 3, 1998, Pages 1020-1025

  Fardanesh, M T ^a   Ersoy, Okan K ^a  

^a CALIFORNIA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0000853761     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/36.673695     Document Type: Article

References (7)

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4. J.A. Benediktsson, J.R. Sveinsson, and K. Arnason, "Classification and feature extraction of AVI RIS data," IEEE Trans. Geosci. Remote Sensing, vol. 33, pp. 1194-1205, Sept. 1995.
5. S. Haykin, Neural Networks: A Comprehensive Foundation. New York: Macmillan, 1994.
6. D.W. Rusk, S.K. Rogers, M. Kabirsky, M. E. Oxley, and B. W. Suter, "The multilayer perceptron as an approximation to a Bayes optimal discriminant function," IEEE Trans. Neural Networks, vol. 1, pp. 296-298, Dec. 1990.
7. B.M. Shahshahani and D. Landgrebe, "The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon," IEEE Trans. Geosci. Remote Sensing, vol. 32, pp. 1087-1094, Sept. 1994.