Automatic text classification using machine learning and optimization algorithms
R Janani, S Vijayarani - Soft Computing, 2021 - Springer
In the recent years, the volume of text documents in the form of digital way has grown up
extremely in size. As significance, there is a need to be competent to automatically bring …
extremely in size. As significance, there is a need to be competent to automatically bring …
[PDF][PDF] A survey on feature selection techniques and classification algorithms for efficient text classification
P Kumbhar, M Mali - International Journal of Science and Research, 2016 - academia.edu
The rapid growth of World Wide Web has led to explosive growth of information. As most of
information is stored in the form of texts, text mining has gained paramount importance. With …
information is stored in the form of texts, text mining has gained paramount importance. With …
[HTML][HTML] Text categorization
Y Yang, T Joachims - Scholarpedia, 2008 - scholarpedia.org
Text categorization (aka text classification) is the task of assigning predefined categories to
free-text documents. It can provide conceptual views of document collections and has …
free-text documents. It can provide conceptual views of document collections and has …
Multilevel taxonomy based on features derived from training documents classification using fisher values as discrimination values
R Agrawal, S Chakrabarti, B Dom… - US Patent App. 09 …, 2001 - Google Patents
(57) ABSTRACT A System, process, and article of manufacture for organizing a large text
database into a hierarchy of topics and for maintaining this organization as documents are …
database into a hierarchy of topics and for maintaining this organization as documents are …