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Akademický článek

Advanced RIME architecture for global optimization and feature selection

Autor: Ruba Abu Khurma, Malik Braik, Abdullah Alzaqebah, Krishna Gopal Dhal, Robertas Damaševičius, Bilal Abu-Salih

Publikováno v: Journal of Big Data, Vol 11, Iss 1, Pp 1-74 (2024)

Abstract The article introduces an innovative approach to global optimization and feature selection (FS) using the RIME algorithm, inspired by RIME-ice formation. The RIME algorithm employs a soft-RIME search strategy and a hard-RIME puncture mechani

Externí odkaz: https://doaj.org/article/4a3992a91d1e417a87db28903066af8b

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Akademický článek

Diagnosis of Obstructive Sleep Apnea Using Feature Selection, Classification Methods, and Data Grouping Based Age, Sex, and Race

Autor: Alaa Sheta, Thaer Thaher, Salim R. Surani, Hamza Turabieh, Malik Braik, Jingwei Too, Noor Abu-El-Rub, Majdi Mafarjah, Hamouda Chantar, Shyam Subramanian

Publikováno v: Diagnostics, Vol 13, Iss 14, p 2417 (2023)

Obstructive sleep apnea (OSA) is a prevalent sleep disorder that affects approximately 3–7% of males and 2–5% of females. In the United States alone, 50–70 million adults suffer from various sleep disorders. OSA is characterized by recurrent ep

Externí odkaz: https://doaj.org/article/2c30d3ecca194c0c8d7a47c4f487c888

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Akademický článek

ECT-LSTM-RNN: An Electrical Capacitance Tomography Model-Based Long Short-Term Memory Recurrent Neural Networks for Conductive Materials

Autor: Wael Deabes, Alaa Sheta, Malik Braik

Publikováno v: IEEE Access, Vol 9, Pp 76325-76339 (2021)

Image reconstruction for industrial applications based on Electrical Capacitance Tomography (ECT) has been broadly applied. The goal of image reconstruction based ECT is to locate the distribution of permittivity for the dielectric substances along t

Externí odkaz: https://doaj.org/article/12d7ddb7efeb4f4bb06768f89a57f899

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Akademický článek

Optimization of PID Controller to Stabilize Quadcopter Movements Using Meta-Heuristic Search Algorithms

Autor: Alaa Sheta, Malik Braik, Dheeraj Reddy Maddi, Ahmed Mahdy, Sultan Aljahdali, Hamza Turabieh

Publikováno v: Applied Sciences, Vol 11, Iss 14, p 6492 (2021)

Quadrotor UAVs are one of the most preferred types of small unmanned aerial vehicles, due to their modest mechanical structure and propulsion precept. However, the complex non-linear dynamic behavior of the Proportional Integral Derivative (PID) cont

Externí odkaz: https://doaj.org/article/d8b35c503184421488a5362749fc88d4

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Memory-Based Sand Cat Swarm Optimization for Feature Selection in Medical Diagnosis

Autor: Amjad Qtaish, Dheeb Albashish, Malik Braik, Mohammad T. Alshammari, Abdulrahman Alreshidi, Eissa Jaber Alreshidi

Publikováno v: Electronics; Volume 12; Issue 9; Pages: 2042

The rapid expansion of medical data poses numerous challenges for Machine Learning (ML) tasks due to their potential to include excessive noisy, irrelevant, and redundant features. As a result, it is critical to pick the most pertinent features for t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f6af202d909f2cb29ccda0fb7c358154

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