[PDF][PDF] A review of machine learning algorithms for text-documents classification

A Khan, B Baharudin, LH Lee, K Khan - Journal of advances in …, 2010 - academia.edu
With the increasing availability of electronic documents and the rapid growth of the World
Wide Web, the task of automatic categorization of documents became the key method for …

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] 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] 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] Representation and classification of text documents: A brief review

BS Harish, DS Guru, S Manjunath - IJCA, Special Issue on …, 2010 - researchgate.net
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 …

[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] Techniques for text classification: Literature review and current trends.

R Jindal, R Malhotra, A Jain - webology, 2015 - webology.org
Automated classification of text into predefined categories has always been considered as a
vital method to manage and process a vast amount of documents in digital forms that are …

Text categorization: past and present

A Dhar, H Mukherjee, NS Dash, K Roy - Artificial Intelligence Review, 2021 - Springer
Automatic text categorization is the operation of sorting out the text documents into pre-
defined text categories using some machine learning algorithms. Normally, it defines the …

Text classification techniques: A literature review

M Thangaraj, M Sivakami - Interdisciplinary journal of …, 2018 - search.proquest.com
Text Classification Techniques: A Literature Review Page 1 Volume 13, 2018 Accepted by
Editor Maureen Tanner│ Received: July 7 3, 2017│ Revised: October 31, 2017, January …

[PDF][PDF] Automatic text classification: a technical review

MK Dalal, MA Zaveri - International journal of computer applications, 2011 - Citeseer
ABSTRACT Automatic Text Classification is a semi-supervised machine learning task that
automatically assigns a given document to a set of pre-defined categories based on its …