[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 …

[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 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 …

[PDF][PDF] Survey paper on document classification and classifiers

U Singh, S Hasan - Int. J. Comput. Sci. Trends Technol, 2015 - academia.edu
The rapid growth of World Wide Web has rendered the document classification by humans
infeasible which has given impetus to the techniques like Data mining, NLP and Machine …

[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] Text classification with machine learning algorithms

N VasfiSisi, MRF Derakhshi - Journal of Basic and Applied …, 2013 - researchgate.net
By increasing the access to electronic documents and rapid growth of World Wide Web,
documents classification task automatically has become a key method to organizing …

[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] 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 …

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 …

[PDF][PDF] Document classification using various classification algorithms: a survey

B Kaur, G Bathla - Int J Fut Revol Comput Sci Commun Eng, 2018 - academia.edu
Text classification is used to classify the document of similar types. Text classification can be
also performed under supervision ie it is an supervised leaning technique Text classification …