Zobrazeno 1 - 10
of 40
pro vyhledávání: '"Hussam N. Fakhouri"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-17 (2024)
Abstract 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 intricacies of these images often hinder the accuracy and effic
Externí odkaz:
https://doaj.org/article/1816fe73e8ca4508b36d3081707f2f2d
Publikováno v:
Applied Sciences, Vol 14, Iss 19, p 9142 (2024)
The increasing sophistication and frequency of cyber threats necessitate the development of advanced techniques for detecting and mitigating attacks. This paper introduces a novel cybersecurity-focused Multi-Layer Perceptron (MLP) trainer that utiliz
Externí odkaz:
https://doaj.org/article/17ac92d95b3d4e22bb28ca173bba1457
Autor:
Hussam N. Fakhouri, Ahmad Sami Al-Shamayleh, Abdelraouf Ishtaiwi, Sharif Naser Makhadmeh, Sandi N. Fakhouri, Faten Hamad
Publikováno v:
Algorithms, Vol 17, Iss 9, p 417 (2024)
Complex and nonlinear optimization challenges pose significant difficulties for traditional optimizers, which often struggle to consistently locate the global optimum within intricate problem spaces. To address these challenges, the development of hy
Externí odkaz:
https://doaj.org/article/f61d051fccdf4ad38c4210ba523868fb
Publikováno v:
Applied Sciences, Vol 14, Iss 18, p 8280 (2024)
This paper presents a novel hybrid optimization algorithm that combines JADE Adaptive Differential Evolution with Artificial Protozoa Optimizer (APO) to solve complex optimization problems and detect attacks. The proposed Hybrid APO-JADE Algorithm le
Externí odkaz:
https://doaj.org/article/c2f1808493904b38917156464c7e82ac
Publikováno v:
Symmetry, Vol 16, Iss 8, p 966 (2024)
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 designed to address the challenges posed by complex, high-dimensional o
Externí odkaz:
https://doaj.org/article/1a2bf912b3d149f3a2113b7f28d267f5
Autor:
Hussam N. Fakhouri, Abdelraouf Ishtaiwi, Sharif Naser Makhadmeh, Mohammed Azmi Al-Betar, Mohannad Alkhalaileh
Publikováno v:
Symmetry, Vol 16, Iss 7, p 927 (2024)
This study presents the Hybrid COASaDE Optimizer, a novel combination of the Crayfish Optimization Algorithm (COA) and Self-adaptive Differential Evolution (SaDE), designed to address complex optimization challenges and solve engineering design probl
Externí odkaz:
https://doaj.org/article/d8cdd6ffc26243f6b2c3adaea26899a6
Autor:
Ala’a B. Al-Tammemi, Rana Nheili, Chiamaka H. Jibuaku, Dua’a Al Tamimi, Musheer A. Aljaberi, Moawiah Khatatbeh, Muna Barakat, Hindya O. Al-Maqableh, Hussam N. Fakhouri
Publikováno v:
Frontiers in Education, Vol 7 (2022)
The current study aimed at exploring university students’ perspectives on the emergency distance education strategy that was implemented during the COVID-19 crisis in Jordan, one of the countries in the Eastern Mediterranean Region. Utilizing a qua
Externí odkaz:
https://doaj.org/article/bb4f5b5b03e74be69e27cf155cf05497
Autor:
Mohammad Hashem Ryalat, Hussam N. Fakhouri, Jamal Zraqou, Faten Hamad, Mamon S. Alzboun, Ahmad K. Al hwaitat
Publikováno v:
International Journal of Advanced Computer Science and Applications. 14
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::af4d288a6d4d6d61560e42a78cea52f0
https://doi.org/10.14569/ijacsa.2023.0140277
https://doi.org/10.14569/ijacsa.2023.0140277
Publikováno v:
Lecture Notes on Data Engineering and Communications Technologies ISBN: 9783031244339
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0ca0af22895415f36b16523d2731b443
https://doi.org/10.1007/978-3-031-24434-6_26
https://doi.org/10.1007/978-3-031-24434-6_26
Publikováno v:
The Journal of Supercomputing. 78:6461-6502
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 either the human or animal social behavior. SI has a gre
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5f12e3d9ad11835fa24b89c5efae337b
https://doi.org/10.1007/s11227-021-04093-9
https://doi.org/10.1007/s11227-021-04093-9