[PDF][PDF] Recent trends in text classification techniques

V Gupta - International Journal of Computer Applications, 2011 - Citeseer
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 …

[PDF][PDF] Survey on text classification

K Nalini, LJ Sheela - … Journal of Innovative Research in Advanced …, 2014 - researchgate.net
The enormous amount of information stored in unstructured texts cannot simply be used for
further processing by computers, which typically handle text as simple sequences of …

[PDF][PDF] Text classification and classifiers: A survey

V Korde, CN Mahender - International Journal of Artificial …, 2012 - academia.edu
ABSTRACT As most information (over 80%) is stored as text, text mining is believed to have
a high commercial potential value. knowledge may be discovered from many sources of …

[PDF][PDF] Text Classification Using Data Mining Techniques: A

OC Abikoye, SO Omokanye, TO Aro - Computing and Information …, 2018 - researchgate.net
Purpose: This paper gives an overview of data mining algorithms used for text classification
and a review of works that have been performed on classifying texts. Design/Methodology …

[PDF][PDF] A comparative study on different types of approaches to text categorization

PY Pawar, SH Gawande - International Journal of Machine Learning and …, 2012 - ijmlc.org
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 …

[PDF][PDF] A study on document classification using machine learning techniques

K Thaoroijam - International Journal of Computer Science Issues …, 2014 - academia.edu
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 …

A survey on text classification and its applications

X Zhou, R Gururajan, Y Li, R Venkataraman… - Web …, 2020 - content.iospress.com
Text classification (aka text categorisation) is an effective and efficient technology for
information organisation and management. With the explosion of information resources on …

[PDF][PDF] Text classification using machine learning techniques.

M Ikonomakis, S Kotsiantis, V Tampakas - WSEAS transactions on …, 2005 - Citeseer
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 …

A Review on Comparison of Machine Learning Algorithms for Text Classification

M Dhingra, D Dhabliya, MK Dubey… - … and Informatics (IC3I …, 2022 - ieeexplore.ieee.org
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 …

Classifying text documents by associating terms with text categories

OR Zaiane, ML Antonie - Proceedings of the 13th Australasian database …, 2002 - dl.acm.org
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 …