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05/07/2022
Determination of class-specific variables in nonparametric multiple-class classification
As technology advanced, collecting data via automatic collection devices...
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03/02/2019
Sequential estimation for GEE with adaptive variables and subject selection
Modeling correlated or highly stratified multiple-response data becomes ...
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01/29/2019
Active learning for binary classification with variable selection
Modern computing and communication technologies can make data collection...
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01/04/2019
Fast Multi-Class Probabilistic Classifier by Sparse Non-parametric Density Estimation
The model interpretation is essential in many application scenarios and ...
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12/22/2018
Distributed sequential method for analyzing massive data
To analyse a very large data set containing lengthy variables, we adopt ...
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02/01/2018
Greedy Active Learning Algorithm for Logistic Regression Models
We study a logistic model-based active learning procedure for binary cla...
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05/09/2011