[PDF][PDF] Text classification: a recent overview

M Ikonomakis, S Kotsiantis… - Proceedings of the 9th …, 2005 - researchgate.net
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 …

[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 …

Research on text categorization based on machine learning

Y Wanjun, S Xiaoguang - 2010 IEEE International Conference …, 2010 - ieeexplore.ieee.org
In recent years, text categorization based on machine learning is a widely used technology
in the field of information retrieval and text mining and has gained many advances. This …

[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 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] 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 …

A study on document classification using machine learning techniques

K Thaoroijam - … Journal of Computer Science Issues (IJCSI), 2014 - search.proquest.com
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 …

[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] 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] Empirical studies on machine learning based text classification algorithms

SC Dharmadhikari, M Ingle, P Kulkarni - Advanced Computing, 2011 - academia.edu
Automatic classification of text documents has become an important research issue now
days. Proper classification of text documents requires information retrieval, machine learning …