Feature selection methods for text classification: a systematic literature review

JT Pintas, LAF Fernandes, ACB Garcia - Artificial Intelligence Review, 2021 - Springer
Feature Selection (FS) methods alleviate key problems in classification procedures as they
are used to improve classification accuracy, reduce data dimensionality, and remove …

A systematic review of Arabic text classification: areas, applications, and future directions

A Wahdan, M Al-Emran, K Shaalan - Soft Computing, 2024 - Springer
Text classification pertains to the automated procedure of assigning predefined labels or
categories to textual data. A comprehensive review of the existing literature on Arabic text …

Utilization of Animiz Animation Application in Arabic Class 2 Madrasah Tsanawiyah Lessons at Diniyyah Pasia Modern Islamic Boarding School

A Maryati, A Ameer, J Egie - Scientechno: Journal of Science …, 2022 - journal.ypidathu.or.id
This study uses a qualitative method. With this method, the researcher conducted interviews
with some members of the second class of private madrasah tsanawiyyah at the modern …

Arabic text detection: a survey of recent progress challenges and opportunities

AY Muaad, S Raza, U Naseem, HJJ Davanagere - Applied Intelligence, 2023 - Springer
The Arabic language plays a crucial role in the world after becoming the sixth official
language of the United Nations (UN). In the last ten years, there has been a rising growth in …

Machine learning algorithms in arabic text classification: A review

SA Aboalnaser - 2019 12th international conference on …, 2019 - ieeexplore.ieee.org
As the number of electronic resources is rapidly increasing, the need for automatic
classification of such resources became very crucial. In the literature, extensive text …

Arabic documents classification: Overview and systematic review

HH Alfartosy, HK Khafaji - AIP Conference Proceedings, 2023 - pubs.aip.org
Text classification, also known as text tagging or text categorization is the operation of
classifying text into systematized sets. By using Natural Language Processing, text …

[PDF][PDF] A New Feature Extraction, Reduction, and Classification Method for Documents Based on Fourier Transformation.

HH Alfartosy, HK Khafaji - … Journal of Intelligent Engineering & Systems, 2023 - inass.org
Text classification is the automated technique used to classify text into a predefined category
that is more related to text. Most studies and researches have focused on classification texts …

Automating complaints processing in the food and economic sector: A classification approach

G Magalhães, BM Faria, LP Reis, HL Cardoso… - Trends and Innovations …, 2020 - Springer
Text categorization is a supervised learning task which aims to assign labels to documents
based on the predicted outcome suggested by a classifier trained on a set of labelled …

Classifying Arabic farmers' complaints based on crops and diseases using machine learning approaches

M Ali, DS Guru, M Suhil - Recent Trends in Image Processing and Pattern …, 2019 - Springer
In this paper, two models are proposed to automatically categorize the farmers' complaints
on various diseases that may affect crops. In the first model, a complaint which is expressed …

[PDF][PDF] Crowd-based Feature Selection for Text Classification

JT PINTAS - cristinabicharra.uniriotec.br
Feature Selection (FS) methods alleviate key problems in the development of text
classification models as they are used to reduce the data dimensionality, improve the model …