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The paper reports a study on information categorizing based on high efficient feature selection and comprehensive semi-supervised learning algorithm. Feature selections or conversions are performed using maximum mutual information including linear and non-linear feature conversions. Entropy is made use of and extended to find right features commendably with machine learning method. Fuzzy partition...
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