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Semi-supervised logistic discrimination for functional data
EM algorithm Functional data analysis Model selec-tion Regularization Semi-supervised learning
2011/3/24
Multi-class classification methods based on both labeled and unlabeled functional data sets are discussed. We present semi-supervised logistic models for classification in the context of functional da...
Relative Age Effect in Elite Sports:Methodological Bias or Real Discrimination?
Relative Age Effect Soccer Discrimination Bias
2010/3/9
Sport sciences researchers talk about a relative age effect when they observe a biased
distribution of elite athletes’ birthdates, with an over-representation of those born at the
beginning of the c...
Threshold rules in two-class discrimination problems
Threshold rules two-class discrimination problems
2009/9/24
Threshold rules in two-class discrimination problems。
Logistic Discrimination Based on Regularized Local Likelihood Method
Discriminant analysis local likelihood logistic regression model selection regularization
2009/3/10
We consider the problem of constructing a nonlinear discriminant procedure, using a regularized local likelihood method. The local likelihood method is effective for analyzing data with complex struct...
Comparison of Discrimination Methods for High Dimensional Data
classification discrimination analysis minimum distance Moore-Penrose inverse
2009/3/5
In microarray experiments, the dimension p of the data is very large but there are only a few observations N on the subjects/patients. In this article, the problem of classifying a subject into one of...
Maximum Entropy Discrimination Markov Networks
Maximum entropy discrimination Markov networks Bayesian max-margin Markov networks Laplace max-margin Markov networks Structured prediction.
2010/3/17
Standard maximum margin structured prediction methods lack a straightforward probabilistic
interpretation of the learning scheme and the prediction rule. Therefore its unique
advantages such as dual...