Text categorization: past and present
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 …
defined text categories using some machine learning algorithms. Normally, it defines the …
[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 …
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 …
vital method to manage and process a vast amount of documents in digital forms that are …
[PDF][PDF] A review of machine learning algorithms for text-documents classification
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 …
Wide Web, the task of automatic categorization of documents became the key method for …
[PDF][PDF] Text classification using machine learning techniques.
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 vast amount of documents in digital forms that are widespread and continuously …
[PDF][PDF] Evaluating preprocessing techniques in text categorization
V Srividhya, R Anitha - International journal of computer science and …, 2010 - sinhgad.edu
Evaluating Preprocessing Techniques in Text Categorization Page 1 International Journal of
Computer Science and Application Issue 2010 ISSN 0974-0767 49 Evaluating Preprocessing …
Computer Science and Application Issue 2010 ISSN 0974-0767 49 Evaluating Preprocessing …
[HTML][HTML] A recent overview of the state-of-the-art elements of text classification
MM Mirończuk, J Protasiewicz - Expert Systems with Applications, 2018 - Elsevier
The aim of this study is to provide an overview the state-of-the-art elements of text
classification. For this purpose, we first select and investigate the primary and recent studies …
classification. For this purpose, we first select and investigate the primary and recent studies …
A review of state art of text classification algorithms
A Bhavani, BS Kumar - 2021 5th international conference on …, 2021 - ieeexplore.ieee.org
In the recent years, the categorization of text documents into predefined classifications has
perceived a growing interest due to the growing of documents in digital form and needs to …
perceived a growing interest due to the growing of documents in digital form and needs to …
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 …
since the inception of digital documents. Today, text categorization is a necessity due to the …
Machine learning in automated text categorization
F Sebastiani - ACM computing surveys (CSUR), 2002 - dl.acm.org
The automated categorization (or classification) of texts into predefined categories has
witnessed a booming interest in the last 10 years, due to the increased availability of …
witnessed a booming interest in the last 10 years, due to the increased availability of …