Text classification has gained importance more than ever in the present day owing to the
huge amount of data generated with the advent of technology. There are a numerous well …

Automatic classification of text documents has become an important research issue now
days. Proper classification of text documents requires information retrieval, machine learning …

Text Classification Page 1 117 © The Author(s), under exclusive license to Springer Nature
Switzerland AG 2024 U. Qamar, MS Raza, Applied Text Mining, https://doi.org/10.1007/978-3-031-51917-8_5 …

The majority of the data is preserved as text (about 75%), hence It is believed that text
mining has a significant commercial potential. Unstructured texts continue to be the most …

Text classification is becoming more and more important with the rapid growth of on-line
information available. This paper describes the text classification process. Of course, a …

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 …

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 …

Since a decade, ample amount of text data is being generated through various web sources
in online or offline scenarios. This huge amount of data is mainly inconsistent and non …

The paper presents a method for improving text classification by using examples that are
difficult to classify. Generally, researches to improve the text categorization performance are …