There are three factors involved in text classification: the classification model, the similarity
measure, and the document representation. In this chapter, we will focus on document …

There are three factors involved in text classification. These are classification model,
similarity measure and document representation model. In this paper, we will focus on …

The way in which text is represented has a strong impact on the performance of text
classification (retrieval and categorization) systems. We discuss the operation of text …

In this paper, which is a report from work in progress, we briefly present the new document
representation that could be used in classic text mining applications, such as document …

Typical text classifiers learn from example and training documents that have been manually
categorized. In this research, our experiment dealt with the classification of news wire …

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 …

In this paper, we compare several aspects related to automatic text categorization which
include document representation, feature selection, three classifiers, and their application to …

It is well known that the classification effectiveness of the text categorization system is not
simply a matter of learning algorithms. Text representation factors are also at work. This …

In the modern world text documents play an important role in most of the organizations. Their
constant growth widens the scope of document storage. As a result, there is a potential need …

Texts can be distinguished in terms of their content, function, structure or layout
(Brinker,; Bateman et al.,; Joachims,; Power et al.,). These …