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 …

[PDF][PDF] QUALITY MANAGEMENT IN THE CONTOURS OF CONTINUOUS PRODUCT IMPROVEMENT.

JP de Sales, JS da Motta Reis… - … Journal for Quality …, 2022 - academia.edu
This paper analyzes the effectiveness of Quality Function Deployment (QFD) to ensure the
success of product development and improvement projects through a better understanding …

Utilizing Mining Techniques for Attributes' Intra-Relationship Detection, a Collaborative Approach

AM Idrees, AA Almazroi, AE Khedr - International Journal of Human …, 2024 - Taylor & Francis
In this research, a set of data mining techniques are applied to target to balance between the
industry requirement and user satisfaction. The proposed approach aims at exploring the …

A proposed multi-level predictive WKM_ID3 algorithm, towards enhancing supply chain management in healthcare field

AE Khedr, YS Alsahafi, AM Idrees - IEEE Access, 2023 - ieeexplore.ieee.org
This research proposes a multi-level predictive algorithm based on the k-means algorithm
with multiple adaptations. The research highlights the main limitations of k-means and …

An enrichment multi-layer Arabic text classification model based on siblings patterns extraction

AM Idrees, ALM Al-Solami - Neural Computing and Applications, 2024 - Springer
Ontologies extraction is the cornerstone for a meaningful knowledge representation.
Ontologies represent the semantic relations repository in a readable format with a clear …

A collaborative mining-based decision support model for granting personal loans in the banking sector

AM Idrees, AE Khedr - International Journal of E-Services and …, 2022 - igi-global.com
One main potential objective for financial corporations is to retain long-term customers.
Configuring customer knowledge is no doubt mandatory to lower the risk level. Loans and …

A Proposed Framework for Student's Skills-Driven Personalization of Cloud-Based Course Content

AA Qaffas, I Alharbi, AM Idrees… - International Journal of …, 2023 - World Scientific
Engaging students' personalized data in the aspects of education has been on focus by
different researchers. This paper considers it vital for exploring the student's progress …

[PDF][PDF] A proposed method for minimizing mining tasks' data dimensionality

AM Idrees, WH Gomaa - International Journal of Intelligent …, 2020 - academia.edu
Knowledge discovery techniques have heavily contributed to many fields with significant
success. However, with the continuous growth of data, these techniques suffer from …

Reforming home energy consumption behavior based on mining techniques: a collaborative home appliances approach

AM Idrees, EM Shaaban - Kuwait Journal of Science, 2020 - journalskuwait.org
Energy Consumption has become one of the strategic objectives all over the world which is
not only the enterprises obligation but it should also be all citizens' obligation. Focusing on …

[PDF][PDF] Hierarchical Method for Automated Text Documents Classification.

MH Mousa, AE Khedr, AM Idrees - International Arab Journal of Information …, 2025 - iajit.org
Digitalization is currently not a concept the world seeks to apply; rather, it is a fact this world
lives in. The transformation for the green world has strongly introduced the principle of …