[HTML][HTML] Sustainability-driven green innovation: revolutionising aerospace decision-making with an intelligent decision support system

G Mutanov, Z Omirbekova, AA Shaikh, Z Issayeva - Sustainability, 2023 - mdpi.com
Green innovation refers to develo** and implementing new technologies, practices,
products, and processes that promote sustainability and reduce environmental impacts. This …

[HTML][HTML] Potential of machine learning for predicting sleep disorders: a comprehensive analysis of regression and classification models

R Alazaidah, G Samara, M Aljaidi, M Haj Qasem… - Diagnostics, 2023 - mdpi.com
Sleep disorder is a disease that can be categorized as both an emotional and physical
problem. It imposes several difficulties and problems, such as distress during the day, sleep …

Feature Selection in Associative Classification-A Review and Comparative Analysis

R Alazaidah, A Al-qerem, MH Qasem… - … Arab Conference on …, 2023 - ieeexplore.ieee.org
Feature selection is one of the most important and significant steps that highly affects the
final accuracy of any classification model. It aims to determine the most significant features …

Utilizing Machine Learning in Medical Diagnosis: Systematic Review and Empirical Analysis

R Alazaidah, M Hassan, L Al-Rbabah… - … Arab Conference on …, 2023 - ieeexplore.ieee.org
During the last few years, several real-life applications have attempted to utilize the proven
high capabilities of artificial intelligence in general and machine learning in particular …

Cybersecurity Threats in the Era of AI: Detection of Phishing Domains Through Classification Rules

M Aljaidi, A Alsarhan, D Al-Fraihat… - … on Electrical, Energy …, 2023 - ieeexplore.ieee.org
Phishing is a cyber threat where attackers create deceptive websites or emails to exploit
individuals for fraudulent purposes such as providing sensitive information like usernames …

A Comparative Analysis of Discretization Techniques in Machine Learning

R Alazaidah - 2023 24th International Arab Conference on …, 2023 - ieeexplore.ieee.org
Data discretization is a very significant pre-process step that has a great impact on the
predictive performance of several machine learning algorithms. This step aims to convert …

Toward Identifying The Best Base Classifier in Multi Label Classification-an Investigative Study

M Alzyoud, R Alazaidah, H Alzoubi… - … Arab Conference on …, 2023 - ieeexplore.ieee.org
Classification is a significant task in data mining, machine learning and data science. It aims
to predict the class label for a new case accurately. Classification is of two types: Single …

Logistic Regression Classification for Assessing the Risk of Kidney Tumor

D Alzu'bi, RE Al Mamlook, A Nasayreh… - … on Electrical, Energy …, 2023 - ieeexplore.ieee.org
The kidneys have the important function of filtering waste products and toxins from the blood
in the human body. Any problems affecting the kidneys can potentially impact their efficiency …

Towards Advancing Distributed Data Mining: Intelligent Agent Systems

MH Qasem, M Aljaidi, G Samara… - … on Electrical, Energy …, 2023 - ieeexplore.ieee.org
Distributed data mining (DDM) deals with the analysis of distributed data and proposes
algorithmic solutions to perform different data analysis and mining operations in a distributed …

Internal Hidden Processing Model-Based for SELECT Command in Structured Query Language

H Idhaim, M Aljaidi, G Samara… - … Arab Conference on …, 2023 - ieeexplore.ieee.org
The most used command in Structured Query Language (SQL) for retrieving data is select. In
order to secure the retrieved data, this paper uses the hidden processing scheme (HPS) …