Text Mining is the discovery of valuable, yet hidden, information from the text document. Text
classification (Also called Text Categorization) is one of the important research issues in the …

Text classification, as part of text mining domain, is the problem of classifying text documents
into a set of predefined classes. After extracting the features, documents are represented as …

One of the main themes supporting text mining is text representation, ie, looking for the
appropriate terms to transfer the documents into numerical vectors. Recently, many efforts …

This study developed a specialized directory system using an automatic classification
technique. Economics was selected as the subject field for the classification experiments …

This research proposes an alternative approach to machine learning based approaches for
categorizing online news articles. For using machine learning based approaches for any …

Many machine learning algorithms have been applied to text classification tasks. In the
machine learning paradigm, a general inductive process automatically builds a text classifier …

With the massive rise in the volume of information available on the World Wide Web these
days, and the emergence requirements for a superior technique to access this information …

Text classification is the process of classifying documents into predefined categories based
on their content. It is the automated assignment of natural language texts to predefined …