This paper proposes a new approach for classifying text documents into two disjoint classes.
The new approach is based on extracting patterns, in the form of two logical expressions …

Today a significant part of available data is saved in text database or text documents. The
most important thing is to organize these documents. One way to organize text documents is …

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 …

Text classification is one of the important research issues in the field of text mining, where
the documents are classified with supervised knowledge. In literature we can find many text …

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

With the explosion of information fuelled by the growth of the World Wide Web, it is no longer
feasible for a human observer to understand all the data coming in or even classify it into …

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 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 …

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 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 …