Arabic text classification using deep learning models

A Elnagar, R Al-Debsi, O Einea - Information Processing & Management, 2020 - Elsevier
Text classification or categorization is the process of automatically tagging a textual
document with most relevant labels or categories. When the number of labels is restricted to …

A comparative analysis of arabic text steganography

R Thabit, NI Udzir, SM Yasin, A Asmawi, NA Roslan… - Applied Sciences, 2021 - mdpi.com
Protecting sensitive information transmitted via public channels is a significant issue faced
by governments, militaries, organizations, and individuals. Steganography protects the …

[HTML][HTML] HMATC: Hierarchical multi-label Arabic text classification model using machine learning

N Aljedani, R Alotaibi, M Taileb - Egyptian Informatics Journal, 2021 - Elsevier
Multi-label classification assigns multiple labels to each document concurrently. Many real-
world classification problems tend to employ high-dimensional label spaces, which can be …

A survey of Arabic text mining

SA Salloum, AQ AlHamad, M Al-Emran… - … processing: Trends and …, 2018 - Springer
Recently, text mining has become an interesting research field due to the huge amount of
existing text on the web. Text mining is an essential field in the context of data mining for …

Machine learning for Arabic text categorization

RM Duwairi - Journal of the American society for information …, 2006 - Wiley Online Library
In this article we propose a distance‐based classifier for categorizing Arabic text. Each
category is represented as a vector of words in an m‐dimensional space, and documents …

Multi-label Arabic text categorization: A benchmark and baseline comparison of multi-label learning algorithms

B Al-Salemi, M Ayob, G Kendall, SAM Noah - Information Processing & …, 2019 - Elsevier
Multi-label text categorization refers to the problem of assigning each document to a subset
of categories by means of multi-label learning algorithms. Unlike English and most other …

Arabic text classification: A review

AH Mohammad - Modern Applied Science, 2019 - ideas.repec.org
Text classification is an important topic. The number of electronic documents available on
line is massive. Text classification aims to classify documents into a set of predefined …

Hybrid feature selection based on principal component analysis and grey wolf optimizer algorithm for Arabic news article classification

OA Alomari, A Elnagar, I Afyouni, I Shahin… - IEEE …, 2022 - ieeexplore.ieee.org
The rapid growth of electronic documents has resulted from the expansion and development
of internet technologies. Text-documents classification is a key task in natural language …

[PDF][PDF] Automatic text tagging of Arabic news articles using ensemble deep learning models

A Elnagar, O Einea, R Al-Debsi - Proceedings of the 3rd …, 2019 - aclanthology.org
Automatic document categorization gains more importance in view of the plethora of textual
documents added constantly on the web. Text categorization or classification is the process …

Arabic text mining for used cars and equipments price prediction

B Brahimi - Computación y Sistemas, 2022 - cys.cic.ipn.mx
Today, companies and businessmen are increasingly interested in the web for its potential
and opportunities in marketing and commercial activities. Despite the importance of Internet …