Yazar "Mashwani, Wali Khan" için listeleme
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Hybrid differential evolutionary strawberry algorithm for real-parameter optimization problems
Mashwani, Wali Khan; Khan, Abdullah; Göktas, Atila; Ünvan, Yüksel Akay; Yaniay, Özgür; Hamdi, Abdelouahed (Taylor & Francis Inc, 2020)Evolutionary algorithms (EAs) is a family of population-based nature optimization methods. In contrast to classical optimization techniques, EAs provide a set of approximated solutions for different test suites of optimization ... -
Large-scale global optimization based on hybrid swarm intelligence algorithm
Mashwani, Wali Khan; Hamdi, Abdelouahed; Asif Jan, Muhammad; Göktaş, Atila; Khan, Fouzia (IOS Press, 2020)There are numerous large-scale global optimization problems encountered in real-world applications including engineering, manufacturing, economics, networking fields. Over the last two decades different varieties of swarm ... -
Machine Learning Based Automated Segmentation and Hybrid Feature Analysis for Diabetic Retinopathy Classification Using Fundus Image
Ali, Aqib; Qadri, Salman; Mashwani, Wali Khan; Kumam, Wiyada; Kumam, Poom; Naeem, Samreen; Sulaiman, Muhammad (Mdpi, 2020)The object of this study was to demonstrate the ability of machine learning (ML) methods for the segmentation and classification of diabetic retinopathy (DR). Two-dimensional (2D) retinal fundus (RF) images were used. The ... -
Model selection in linear regression using paired bootstrap
Rabbi, Fazli; Khan, Salahuddin; Khalil, Alamgir; Mashwani, Wali Khan; Shafiq, Muhammad; Göktaş, Pınar; Ünvan, Yüksel Akay (Taylor & Francis Inc, 2020)Model selection is an important and challenging problem in statistics. The model selection is inevitable in a large number of applications including life sciences, social sciences, business, or economics. In this article, ...
