Automatic text categorization has always been an important application and research topic
since the inception of digital documents. Today, text categorization is a necessity due to the …

With the growing number of text documents in the Internet, it is difficult for users to search,
find, manage and organize information quickly. Normally, text documents are classified …

The Web is a tremendous source of information, so tremendous that it becomes difficult for
human beings to select meaningful information without support. Categorization of …

This paper proposes a new approach for text categorization, based on a feature projection
technique. In our approach, training data are represented as the projections of training …

Text Categorization is a pattern classification task for text mining and necessary for efficient
management of textual information systems. The documents can be classified by three ways …

We live in the world where information have a great value and the amount of available
information (mostly on internet) has been expansively growing during last years. There are …

Text Categorization (TC)-the assignment of predefined categories to documents of a corpus-
plays an important role in a wide variety of information organization and management tasks …

This research proposes a new strategy where documents are encoded into string vectors
and modified version of k means algorithm to be adaptable to string vectors for text …