Improved dropping attacks detecting system in 5g networks using machine learning and deep learning approaches

A Mughaid, S AlZu'bi, A Alnajjar, E AbuElsoud… - Multimedia Tools and …, 2023 - Springer
Abstract Non Orthogonal Multiple Access (NOMA) successfully drew attention to the
deployment of 5th Generation (5G) wireless communication systems, and it is now …

[HTML][HTML] A novel deep learning technique for detecting emotional impact in online education

S AlZu'bi, R Abu Zitar, B Hawashin, S Abu Shanab… - Electronics, 2022 - mdpi.com
Emotional intelligence is the automatic detection of human emotions using various
intelligent methods. Several studies have been conducted on emotional intelligence, and …

A novel machine learning and face recognition technique for fake accounts detection system on cyber social networks

A Mughaid, I Obeidat, S AlZu'bi, EA Elsoud… - Multimedia Tools and …, 2023 - Springer
Abstract Online Social Networks (OSN) such as Facebook, Instagram, Twitter, and others
have seen rapid growth in recent years. Such applications provide attractive online social …

[PDF][PDF] Sustainable Development: A Semantics-aware Trends for Movies Recommendation System using Modern NLP.

S AlZu'bi, A Zraiqat, S Hendawi - … of Advances in Soft Computing & …, 2022 - researchgate.net
Recommendation systems are an important feature in the proposed virtual life, where users
are often stuck with choices most of the time and need help to be able to find what they are …

An efficient cold start solution for recommender systems based on machine learning and user interests

B Hawashin, S Alzubi, A Mughaid… - … on software defined …, 2020 - ieeexplore.ieee.org
Recommender Systems are used to provide suggestions to users based on their interests.
One of the well-known problems in recommender systems is the cold start problem, which …

Research on question retrieval method for community question answering

Y Sun, J Song, X Song, J Hou - Multimedia Tools and Applications, 2023 - Springer
When the neural network model is applied to solve the question retrieval task of community
question and answer, it needs a large corpus and long retrieval time. To address these …

An Intelligent Health Care System for Detecting Drug Abuse in Social Media Platforms Based on Low Resource Language

T Kanan, A AbedAlghafer, S AlZu'bi… - … on Audio, Speech …, 2023 - ieeexplore.ieee.org
Lately, the use of the Internet has led to an increase in social networking sites. The world
has become an open environment, and social networking sites have been increasingly used …

A novel recommender system using interest extracting agents and user feedback

B Hawashin, A Mansour, F Fotouhi… - 2021 International …, 2021 - ieeexplore.ieee.org
Recommender Systems have been used widely to provide suggestions to users based on
their interests. Although many works have proposed recommender systems in the literature …

User Profiling and Interest-based Machine Learning to Solve the Cold-Start Problem for a Recommendation Engine

SN Hasan, R Khatwal - 2023 10th International Conference on …, 2023 - ieeexplore.ieee.org
The cold-start problem is a major issue in recommender systems that becomes a challenge
for e-commerce companies when processing large amounts of data. Several strategies have …

Computer Vision for E-learning Student Face Reaction Detection for Improving Learning Rate

Q Sun, H Chen - Scalable Computing: Practice and Experience, 2024 - scpe.org
In the advent of e-learning, understanding student engagement and reaction is crucial for
improving the quality of education and enhancing the learning rate. With the advancement of …