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  Lu, Jing Add to Alert Profile  
 
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  Online passive-aggressive active learning
Lu J., Zhao P., Hoi S. Machine Learning 103(2): 141-183, 2016.  Type: Article

This paper studies online active learning problems for classification tasks, devising so-called passive-aggressive active (PAA) learning algorithms. According to the paper, existing active learning methods such as perceptron methods us...
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Aug 30 2016  
  Creating ensembles of classifiers via fuzzy clustering and deflection
Zhang H., Lu J. Fuzzy Sets and Systems 161(13): 1790-1802, 2010.  Type: Article

Two interesting alternative algorithms for boosting the classification accuracy of classifier ensembles are presented in this paper. The main idea is to improve the diversity of the ensemble by using unsupervised learning, especially f...
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Oct 12 2010  

   
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