The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon

This publication has 11 references indexed in Scilit:

• Using Partially Labeled Data For Normal Mixture Identification With Application To Class Definition
  Published by Institute of Electrical and Electronics Engineers (IEEE) ,2005
• Analyzing high-dimensional multispectral data
  IEEE Transactions on Geoscience and Remote Sensing, 1993
• The airborne visible/infrared imaging spectrometer (AVIRIS)
  Remote Sensing of Environment, 1993
• Feature extraction based on decision boundaries
  Published by Institute of Electrical and Electronics Engineers (IEEE) ,1993
• MODIS: advanced facility instrument for studies of the Earth as a system
  IEEE Transactions on Geoscience and Remote Sensing, 1989
• Mixture Densities, Maximum Likelihood and the EM Algorithm
  SIAM Review, 1984
• Maximum Likelihood from Incomplete Data Via the EM Algorithm
  Journal of the Royal Statistical Society Series B: Statistical Methodology, 1977
• Variance comparisons for unbiased estimators of probability of correct classification (Corresp.)
  IEEE Transactions on Information Theory, 1976
• Nonparametric Bayes error estimation using unclassified samples
  IEEE Transactions on Information Theory, 1973
• On the mean accuracy of statistical pattern recognizers
  IEEE Transactions on Information Theory, 1968