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 …

A comprehensive survey on Indian regional language processing

BS Harish, RK Rangan - SN Applied Sciences, 2020 - Springer
In recent information explosion, contents in internet are multilingual and majority will be in
the form of natural languages. Processing of these natural languages for various language …

Comparing deep learning and classical machine learning approaches for predicting inpatient violence incidents from clinical text

V Menger, F Scheepers, M Spruit - Applied Sciences, 2018 - mdpi.com
Machine learning techniques are increasingly being applied to clinical text that is already
captured in the Electronic Health Record for the sake of delivering quality care. Applications …

A decision support system: Automated crime report analysis and classification for e-government

CH Ku, G Leroy - Government Information Quarterly, 2014 - Elsevier
This paper investigates how text analysis and classification techniques can be used to
enhance e-government, typically law enforcement agencies' efficiency and effectiveness by …

Supervised learning methods for bangla web document categorization

AK Mandal, R Sen - arXiv preprint arXiv:1410.2045, 2014 - arxiv.org
This paper explores the use of machine learning approaches, or more specifically, four
supervised learning Methods, namely Decision Tree (C 4.5), K-Nearest Neighbour (KNN) …

A novel hybrid classification model of artificial neural networks and multiple linear regression models

M Khashei, AZ Hamadani, M Bijari - Expert Systems with Applications, 2012 - Elsevier
The classification problem of assigning several observations into different disjoint groups
plays an important role in business decision making and many other areas. Developing …

Social media bullying detection using machine learning on Bangla text

S Akhter - 2018 10th International Conference on Electrical …, 2018 - ieeexplore.ieee.org
with the popularity of Unicode system and growing use of Internet, the use of Bangla over
social media is increasing. However, very few works have been done on Bangla text for …

Neural Network for Arabic text classification

F Harrag, E El-Qawasmah - 2009 Second International …, 2009 - ieeexplore.ieee.org
This paper proposes the application of Artificial Neural Network for the classification of
Arabic language documents. The automatic classification of Arabic documents using ANN …

Exploring the risk factors of preterm birth using data mining

HY Chen, CH Chuang, YJ Yang, TP Wu - Expert systems with applications, 2011 - Elsevier
Preterm birth is the leading cause of perinatal morbidity and mortality, but a precise
mechanism is still unknown. Hence, the goal of this study is to explore the risk factors of …

A support vector machine mixed with TF-IDF algorithm to categorize Bengali document

MS Islam, FEM Jubayer… - … international conference on …, 2017 - ieeexplore.ieee.org
Document categorization is a technique through which the category of a document is
determined. This paper deals with the automatic classification of Bangla documents. In this …