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Akademický článek

An augmented Snake Optimizer for diseases and COVID-19 diagnosis

Autor: Abu Khurma, Ruba, Albashish, Dheeb, Braik, Malik, Alzaqebah, Abdullah, Qasem, Ashwaq, Adwan, Omar

Publikováno v: In Biomedical Signal Processing and Control July 2023 84

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Akademický článek

An improved PIO feature selection algorithm for IoT network intrusion detection system based on ensemble learning

Autor: Abu Alghanam, Orieb, Almobaideen, Wesam, Saadeh, Maha, Adwan, Omar

Publikováno v: In Expert Systems With Applications 1 March 2023 213 Part A

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Akademický článek

Hybrid Feature Selection Method for Intrusion Detection Systems Based on an Improved Intelligent Water Drop Algorithm

Autor: Alhenawi Esra’a, Alazzam Hadeel, Al-Sayyed Rizik, AbuAlghanam Orieb, Adwan Omar

Publikováno v: Cybernetics and Information Technologies, Vol 22, Iss 4, Pp 73-90 (2022)

A critical task and a competitive research area is to secure networks against attacks. One of the most popular security solutions is Intrusion Detection Systems (IDS). Machine learning has been recently used by researchers to develop high performance

Externí odkaz: https://doaj.org/article/a80a06094afe48289077f7a197932998

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Akademický článek

Enhancing the Speed of the Learning Vector Quantization (LVQ) Algorithm by Adding Partial Distance Computation

Autor: AbuAlghanam Orieb, Adwan Omar, Al Shariah Mohammad A., Qatawneh Mohammad

Publikováno v: Cybernetics and Information Technologies, Vol 22, Iss 2, Pp 36-49 (2022)

Learning Vector Quantization (LVQ) is one of the most widely used classification approaches. LVQ faces a problem as when the size of data grows large it becomes slower. In this paper, a modified version of LVQ, which is called PDLVQ is proposed to ac

Externí odkaz: https://doaj.org/article/d0037f682795414fb6790d5845ff5238

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Akademický článek

An Effective e-Commerce Recommender System Based on Trust and Semantic Information

Autor: Shambour Qusai Y., Turab Nidal M., Adwan Omar Y.

Publikováno v: Cybernetics and Information Technologies, Vol 21, Iss 1, Pp 103-118 (2021)

Electronic commerce has been growing gradually over the last decade as a new driver of the retail industry. In fact, the growth of e-Commerce has caused a significant rise in the number of choices of products and services offered on the Internet. Thi

Externí odkaz: https://doaj.org/article/eefe0f6df5dd469f87a0b1098a3f08f3

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