Text classification is used to organize documents in a predefined set of classes. It is very
useful in Web content management, search engines; email filtering, etc. Text classification is …

Feature selection method for text classification based on information gain ranking, improved
by removing redundant terms using mutual information measure and inclusion index, is …

Day by day the number of text documents in digital form is increasing. Text classification is
used to organize these text documents. However, text classification has the problem of high …

Automated text classification has been considered as a vital method to manage and process
a vast amount of documents in digital forms that are widespread and continuously …

Feature selection and extraction are frequently used solutions to overcome the curse of
dimensionality in text classification problems. We introduce an extraction method that …

1. Background With the immense growth of online information due to Internet, text-
categorization has become a very significant technology to classify a large number of …

Text preprocessing is a vital stage in text classification (TC) particularly and text mining
generally. Text preprocessing tools is to reduce multiple forms of the word to one form. In …

The rapid growth of World Wide Web has led to explosive growth of information. As most of
information is stored in the form of texts, text mining has gained paramount importance. With …

With a growing amount of electronic documents available, there is a need to classify
documents automatically. In growing text classification applications, important-term selection …

Text classification has become much more relevant with the increased volume of
unstructured data from various sources. Several techniques have been developed for text …