Enhancing the efficiency of gaussian naïve bayes machine learning classifier in the detection of ddos in cloud computing

S Naiem, AE Khedr, AM Idrees, MI Marie - IEEE Access, 2023 - ieeexplore.ieee.org
Distributed Denial of services is one of the most dangerously planned attacks in cloud
computing, resulting in huge losses of data and money for both the cloud services providers …

Developing Multiagent E‐Learning System‐Based Machine Learning and Feature Selection Techniques

SH Hessen, HM Abdul-Kader… - Computational …, 2022 - Wiley Online Library
Recently, artificial intelligence (AI) domain increased to contain finance, education, health,
mining, and education. Artificial intelligence controls the performance of systems that use …

Load balancing clustering on moodle LMS to overcome performance issue of e-learning system

M Sadikin, R Yusuf - … Computing Electronics and Control), 2019 - telkomnika.uad.ac.id
In dealing with the rapid growth of digitalization, the e-learning system has become a
mandatory component of any Higher Education (HE) to serve academic processes requests …

[PDF][PDF] An enhanced business intelligence approach for increasing customer satisfaction using mining techniques

Y Helmy, AE Khedr, S Kolief… - International Journal of …, 2019 - academia.edu
The amazing growth of web creates a high demand for gaining knowledge about how the
sites is being used. The extracted knowledge is the crystal source for sites' administrators to …

A smart testing model based on mining semantic relations

AA Qaffas, AM Idrees, AE Khedr, SA Kholeif - IEEE Access, 2023 - ieeexplore.ieee.org
Engaging personalization in the education process is considered one of the success factors
for raising the educational process quality by altering the educational institutions' vision for …

Emotion analysis for opinion mining from text: a comparative study

AM Mohsen, AM Idrees, HA Hassan - International Journal of e …, 2019 - igi-global.com
In the past few years, web documents, blogs, and reviews have played an important role in
many fields as organizations always aim to find consumer or public opinions about their …

Enhancing the e-learning system based on a novel tasks' classification load-balancing algorithm

AE Khedr, AM Idrees, R Salem - PeerJ Computer Science, 2021 - peerj.com
In the educational field, the system performance, as well as the stakeholders' satisfaction,
are considered a bottleneck in the e-learning system due to the high number of users who …

A proposed model for predicting employee turnover of information technology specialists using data mining techniques

A Ghazi, S Ismail Elsayed… - International journal of …, 2021 - hrcak.srce.hr
Sažetak This article proposes a data mining framework to predict the significant
explanations of employee turn-over problems. Using Support vector machine, decision tree …

[PDF][PDF] Knowledge discovery based framework for enhancing the house of quality

AM Idrees, AI ElSeddawy, MO Zeidan - International Journal of …, 2019 - academia.edu
Mining techniques proved to have a successful impact in different fields for many targets;
one of these targets is to gain customers' satisfaction through enhancing the products' …

A proposed framework to explore semantic relations for learning process management

AE Khedr, AM Idrees, FK Alsheref - International Journal of e …, 2019 - igi-global.com
This research argues that providing the students with the same material in different methods
that correspond to their skills would guarantee their satisfaction as well as their level of …