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Special Issue on Artificial Immune Systems: Theory and Applications
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Theory and applications of artificial immune systems
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Special issue: The International Conference on Soft Computing and Machine Intelligence
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Theory and applications of soft computing methods
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Open AccessSparse nonnegative tensor decomposition using proximal algorithm and inexact block coordinate descent scheme
Nonnegative tensor decomposition is a versatile tool for multiway data analysis, by which the extracted components are nonnegative and usually sparse. Nevertheless, the sparsity is only a side effect and canno...
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A novel metaheuristic algorithm inspired by COVID-19 for real-parameter optimization
In this modern world, we are encountered with numerous complex and emerging problems. The metaheuristic optimization science plays a key role in many fields from medicine to engineering, design, etc. Metaheuri...
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Learning from pseudo-lesion: a self-supervised framework for COVID-19 diagnosis
The Coronavirus disease 2019 (COVID-19) has rapidly spread all over the world since its first report in December 2019, and thoracic computed tomography (CT) has become one of the main tools for its diagnosis. ...
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Open AccessJoint optic disc and cup segmentation based on multi-scale feature analysis and attention pyramid architecture for glaucoma screening
Automatic segmentation of optic disc (OD) and optic cup (OC) is an essential task for analysing colour fundus images. In clinical practice, accurate OD and OC segmentation assist ophthalmologists in diagnosing...
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Open AccessHierarchical fuzzy regression functions for mixed predictors and an application to real estate price prediction
Categorical features appear in datasets from almost every practice area, including real estate datasets. One of the most critical handicaps of machine learning algorithms is that they are not designed to captu...