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Adem Özyavaş

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Research Article Open Access An Efficient Medical Diagnosis Algorithm Based on a Hybrid Neural Network with a Variable Adaptive Momentum and PSO Algorithm
Alaa Ali  Hameed, Naim Ajlouni, Adem Özyavaş, Zeynep Orman, Ali  Güneş
International Congress on Human-Computer Interaction, Optimization and Robotic Applications Vol. 8 pp. 152–157 2026 https://doi.org/10.36287/setsci.4.5.030

Neural Network has been used in a number of scientific fields including medical diagnosis. It is clear that classification is one of the main challenges in any medical diagnosis. However, the drawbacks of conventional neural network classif…

Research Article Open Access The Use of a Robust-Adaptive Self Organizing Map to Enhance the Prediction Performance of Clinical Datasets
Naim Ajlouni, Alaa Ali Hameed, Ali Güneş, Adem Özyavaş, Zeynep Orman
International Congress on Human-Computer Interaction, Optimization and Robotic Applications Vol. 8 pp. 158–161 2026 https://doi.org/10.36287/setsci.4.5.031

Prediction in the medical field is a challenging problem and as a result many researchers have used different artificial intelligent methods including conventional Self Organizing Map (SOM) to achieve this task. SOM is a specialized cluster…

Research Contributions (2019+)Peer reviewed by at least two reviewers
Open AccessCC BY 4.0
Open Discovery Metadata · DOI · OAI-PMH
Global Reachresearchers worldwide