Text classification toward a scientific forum

W Zhang, X Tang, T Yoshida - Journal of Systems Science and Systems …, 2007 - Springer
Text mining, also known as discovering knowledge from the text, which has emerged as a
possible solution for the current information explosion, refers to the process of extracting non …

[PDF][PDF] Efficient hybrid machine learning algorithm for text classification

M Durairaj, A AlaguKarthikeyan - … on Recent and Innovation Trends in …, 2017 - academia.edu
Text Mining and Text Classification are the most important and challenging task. Deriving
high quality and relevant information form text is Text Mining and categorizing the text …

[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] Text Document categorization using support vector machine

S Fatima, B Srinivasu - International Research Journal of …, 2017 - academia.edu
The Web is a tremendous source of information, so tremendous that it becomes difficult for
human beings to select meaningful information without support. Categorization of …

[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] 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] 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 …

[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 …

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 Feature extraction using SVM

AN Soni - International Journal of Innovative Research in …, 2019 - researchgate.net
Text Classification is an automated procedure of ordering Text into classifications. We can
characterize Emails into spam or non-spam, nourishments into frank or not sausage, and so …