Feature selection techniques in the context of big data: taxonomy and analysis

HM Abdulwahab, S Ajitha, MAN Saif - Applied Intelligence, 2022 - Springer
Abstract Recent advancements in Information Technology (IT) have engendered the rapid
production of big data, as enormous volumes of data with high dimensional features grow …

DEA-RNN: A hybrid deep learning approach for cyberbullying detection in Twitter social media platform

BAH Murshed, J Abawajy, S Mallappa, MAN Saif… - IEEE …, 2022 - ieeexplore.ieee.org
Cyberbullying (CB) has become increasingly prevalent in social media platforms. With the
popularity and widespread use of social media by individuals of all ages, it is vital to make …

Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis

BAH Murshed, S Mallappa, J Abawajy… - Artificial Intelligence …, 2023 - Springer
Social media platforms such as (Twitter, Facebook, and Weibo) are being increasingly
embraced by individuals, groups, and organizations as a valuable source of information …

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 …

Enhancing big social media data quality for use in short-text topic modeling

BAH Murshed, J Abawajy, S Mallappa, MAN Saif… - Ieee …, 2022 - ieeexplore.ieee.org
With the emergence of microblogging platforms and social media applications, large
amounts of user-generated data in the form of comments, reviews, and brief text messages …

FAEO-ECNN: cyberbullying detection in social media platforms using topic modelling and deep learning

BAH Murshed, Suresha, J Abawajy, MAN Saif… - Multimedia Tools and …, 2023 - Springer
The widespread use of Social Media Platforms (SMP) such as Twitter, Instagram, Facebook,
etc. by individuals has recently led to a remarkable increase in Cyberbullying (CB). It is a …

The German Supply Chain Due Diligence Act: impacts on sustainable supply chain management from a stakeholder perspective

L Buttke, S Schötteler, S Seuring… - … Chain Management: An …, 2024 - emerald.com
Purpose The German Supply Chain Due Diligence Act (GSCDDA), as a comprehensive
regulation for due diligence in supply chains, will exert profound pressure on companies' …

MOBCSA: multi-objective binary cuckoo search algorithm for features selection in Bioinformatics

HM Abdulwahab, S Ajitha, MAN Saif… - IEEE …, 2024 - ieeexplore.ieee.org
In bioinformatics, medical diagnosis models might be significantly impacted by high-
dimensional data generated by high-throughput technologies. This data includes redundant …

Surveying the Use of Social Media Data and Natural Language Processing Techniques to Investigate Natural Disasters

Z Ma, L Li, Y Mao, Y Wang, OG Patsy… - Natural Hazards …, 2024 - ascelibrary.org
The use of social media in crisis informatics has become increasingly popular across a
range of disciplines. Leveraging natural language processing (NLP) techniques enables the …

“The new gay plague”: analysis of public attitudes toward monkeypox

T Shah - medRxiv, 2022 - medrxiv.org
Monkeypox was declared a public health emergency on August 4, 2022, in the United
States. The emerging isolation of the virus in the LGBTQ+ community—particularly among …