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Aboul Ella Hassanien
Researcher at Cairo University
Publications - 979
Citations - 22910
Aboul Ella Hassanien is an academic researcher from Cairo University. The author has contributed to research in topics: Feature extraction & Particle swarm optimization. The author has an hindex of 60, co-authored 930 publications receiving 16382 citations. Previous affiliations of Aboul Ella Hassanien include Mansoura University & Beni-Suef University.
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Binary grey wolf optimization approaches for feature selection
TL;DR: Results prove the capability of the proposed binary version of grey wolf optimization (bGWO) to search the feature space for optimal feature combinations regardless of the initialization and the used stochastic operators.
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Linear discriminant analysis: A detailed tutorial
TL;DR: A solid intuition is built for what is LDA, and how LDA works, thus enabling readers of all levels to get a better understanding of the LDA and to know how to apply this technique in different applications.
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Parameter estimation of photovoltaic cells using an improved chaotic whale optimization algorithm
TL;DR: The Chaotic Whale Optimization Algorithm (CWOA) is proposed, using the chaotic maps to compute and automatically adapt the internal parameters of the optimization algorithm for the parameters estimation of solar cells.
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Wearable and Implantable Wireless Sensor Network Solutions for Healthcare Monitoring
TL;DR: The important role of body sensor networks in medicine to minimize the need for caregivers and help the chronically ill and elderly people live an independent life, besides providing people with quality care is explained.
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Whale Optimization Algorithm and Moth-Flame Optimization for multilevel thresholding image segmentation
TL;DR: The experimental results showed that the proposed methods outperformed the other swarm algorithms; in addition, the MFO showed better results than WOA, as well as provided a good balance between exploration and exploitation in all images at small and high threshold numbers.