A normal distributed dwarf mongoose optimization algorithm for global optimization and data clustering applications

F Aldosari, L Abualigah, KH Almotairi - Symmetry, 2022 - mdpi.com
As data volumes have increased and difficulty in tackling vast and complicated problems
has emerged, the need for innovative and intelligent solutions to handle these difficulties …

Novel hybrid success history intelligent optimizer with gaussian transformation: Application in CNN hyperparameter tuning

HN Fakhouri, S Alawadi, FM Awaysheh, F Hamad - Cluster Computing, 2024 - Springer
This research proposes a novel Hybrid Success History Intelligent Optimizer with Gaussian
Transformation (SHIOGT) for solving different complexity level optimization problems and for …

Solving non-linear fixed-charge transportation problems using nature inspired non-linear particle swarm optimization algorithm

D Rani - Applied Soft Computing, 2023 - Elsevier
The main objective of this study is to formulate and solve the model of non-linear fixed-
charge transportation problem (NFCTP), which is one of the NP-hard problems. This type of …

[HTML][HTML] Novel hybrid crayfish optimization algorithm and self-adaptive differential evolution for solving complex optimization problems

HN Fakhouri, A Ishtaiwi, SN Makhadmeh, MA Al-Betar… - Symmetry, 2024 - mdpi.com
This study presents the Hybrid COASaDE Optimizer, a novel combination of the Crayfish
Optimization Algorithm (COA) and Self-adaptive Differential Evolution (SaDE), designed to …

An Overview of using of Artificial Intelligence in Enhancing Security and Privacy in Mobile Social Networks

HN Fakhouri, S Alawadi, FM Awaysheh… - … Conference on Fog …, 2023 - ieeexplore.ieee.org
Mobile Social Networks (MSNs) have emerged as pivotal platforms for communication,
information dissemination, and social connection in contemporary society. As their …

A cognitive deep learning approach for medical image processing

HN Fakhouri, S Alawadi, FM Awaysheh… - Scientific Reports, 2024 - nature.com
In ophthalmic diagnostics, achieving precise segmentation of retinal blood vessels is a
critical yet challenging task, primarily due to the complex nature of retinal images. The …

Development and Design of Object Avoider Robot and Object, Path Follower Robot Based on Artificial Intelligence

F Hamad, HN Fakhouri, F Alzghoul… - Arabian Journal for …, 2024 - Springer
Robot path planning is a critical challenge in robotics, demanding efficient navigation and
effective obstacle avoidance in complex environments. This research investigates the …

[HTML][HTML] The OX Optimizer: A Novel Optimization Algorithm and Its Application in Enhancing Support Vector Machine Performance for Attack Detection

AK Al Hwaitat, HN Fakhouri - Symmetry, 2024 - mdpi.com
In this paper, we introduce a novel optimization algorithm called the OX optimizer, inspired
by oxen animals, which are characterized by their great strength. The OX optimizer is …

A novel generalized normal distribution arithmetic optimization algorithm for global optimization and data clustering problems

L Abualigah, M Altalhi - Journal of Ambient Intelligence and Humanized …, 2024 - Springer
In the recent years of the progress of data volumes and the emergence of complexity in
solving large and complex problems, the need for advanced and intelligent methods to deal …

Success history intelligent optimizer

HN Fakhouri, F Hamad, A Alawamrah - The Journal of Supercomputing, 2022 - Springer
Swarm intelligence (SI) is part of artificial intelligence that is based on the collective behavior
of particles in a self-organized and decentralized intelligent systems which is inspired from …