Investigating the impact of pre-processing techniques and pre-trained word embeddings in detecting Arabic health information on social media

Y Albalawi, J Buckley, NS Nikolov - Journal of big Data, 2021 - Springer
This paper presents a comprehensive evaluation of data pre-processing and word
embedding techniques in the context of Arabic document classification in the domain of …

Weighted average algorithm: A novel meta-heuristic optimization algorithm based on the weighted average position concept

J Cheng, W De Waele - Knowledge-Based Systems, 2024 - Elsevier
To address the ever-increasing complexity of real-world engineering challenges, meta-
heuristic algorithms have been extensively studied and applied. However, balancing …

[HTML][HTML] Arabic light-based stemmer using new rules

H Alshalabi, S Tiun, N Omar, FN Al-Aswadi… - Journal of King Saud …, 2022 - Elsevier
Superior stemming algorithms aid significantly in many natural language processing (NLP)
applications such as information retrieval. Arabic light-based stemmer is one of the most …

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 …

Automatic Twitter crime prediction using hybrid wavelet convolutional neural network with world cup optimization

Monika, A Bhat - International Journal of Pattern Recognition and …, 2022 - World Scientific
Social media are digitally mediated platforms that allow people to create and exchange
content, professional interests, ideas, and other forms of expression through virtual …

[PDF][PDF] Multi-Lang Question Answering Framework for Decision Support in Educational Institutes.

WA Elnozahy, GA El Khayat - CSEDU (1), 2023 - scitepress.org
Language Diversity has always been an important factor in different educational institutes;
Also, a challenge for those interested in Data Analysis, Question answering, and Natural …

[PDF][PDF] Novel Machine Learning–Based Approach for Arabic Text Classification Using Stylistic and Semantic Features

F Fkih, M Alsuhaibani, D Rhouma… - CMC-COMPUTERS …, 2023 - researchgate.net
Text classification is an essential task for many applications related to the Natural Language
Processing domain. It can be applied in many fields, such as Information Retrieval …

[PDF][PDF] Comparing the Random Forest vs. Extreme Gradient Boosting using Cuckoo Search Optimizer for Detecting Arabic Cyberbullying

MQ Saadi, BN Dhannoon - Iraqi Journal of Science, 2023 - iasj.net
Cyberbullying is one of the major electronic problems, and it is not a new phenomenon. It
was present in the traditional form before the emergence of social networks, and …

[PDF][PDF] Arabic Cyberbullying Detection Using Support Vector Machine with Cuckoo Search

MQ Saadi, BN Dhannoon - Iraqi Journal of Science, 2023 - iasj.net
Cyberbullying is one of the biggest electronic problems that takes multiple forms of
harassment using various social media. Currently, this phenomenon has become very …

Improved playstore review sentiment classification accuracy with stacking ensemble

DB Santoso, A Munna… - Journal of Soft Computing …, 2024 - shmpublisher.com
In today's digital era, user reviews on the Playstore platform are an invaluable source of
information for developers, offering insights that are critical for service improvement …