Investigating the impact of pre-processing techniques and pre-trained word embeddings in detecting Arabic health information on social media
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 …
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 …
heuristic algorithms have been extensively studied and applied. However, balancing …
[HTML][HTML] Arabic light-based stemmer using new rules
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 …
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
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 …
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
Social media are digitally mediated platforms that allow people to create and exchange
content, professional interests, ideas, and other forms of expression through virtual …
content, professional interests, ideas, and other forms of expression through virtual …
[PDF][PDF] Multi-Lang Question Answering Framework for Decision Support in Educational Institutes.
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 …
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
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 …
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 …
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 …
harassment using various social media. Currently, this phenomenon has become very …
Improved playstore review sentiment classification accuracy with stacking ensemble
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 …
information for developers, offering insights that are critical for service improvement …