(1) Background: Chinese news text is a popular form of media communication, which can be seen everywhere in China. classification an important direction natural language processing (NLP). How to use high-quality technology help humans efficiently organize and manage the massive amount web urgent problem solved. It noted that existing deep learning methods rely on large-scale tagged corpus for t...

In this paper, text representation and feature selection strategies for Chinese text classification based on n-grams are discussed. Two steps feature selection strategy is proposed which combines the preprocess within classes with the feature selection among classes. Four different feature selection methods and three text representation weights are compared by exhaustive experiments. Both C-SVC...

The implementation of steganography in text domain is one the crutial issue that can hide an essential message to avoid intruder. It caused every personal information mostly medium text, and itself expectedly as solution protect able hidden unrecognized by human or machine vision. This paper concerns about categories on called specifically focus feature-based method. reviews some previous resea...