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Detail Investigation on Success of the Filters and Classification Algorithms for Determining Pneumonia Disease
(Institute of Electrical and Electronics Engineers Inc., 2021)
Today, as a result of the widespread use of electronic
stethoscopes, lung sounds can be recorded and transferred to
a computer. Thus, it was possible to analyze the lung sounds.
Healthy lung sounds are called normal ...
Classification of Covid-19 X-ray Images Using Tridiagonal Matrix Enhanced Multivariance Products Representation (TMEMPR)
(Institute of Electrical and Electronics Engineers Inc., 2021)
Medical images are crucial data sources for diseases
that can not be diagnosed easily. X-rays, one of the medical
images, have high resolution. Processing high-resolution images
leads to a few problems such as difficulties ...
Enhancing Nearest Centroid with Coverage Principle for Classification Problem
(Institute of Electrical and Electronics Engineers Inc., 2021)
Motivated by the network coverage of the
trans- mitter, this research proposes a novel coverage-based
method to improve the Nearest Centroid’s class prediction by
replacing the centroid with radius coverage as the ...