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It is applied in the search for the most representative features in rotary mechanical fault diagnosis, and is shown to improve the classification performance with fewer features.
To this end, we present a taxonomy of existing solutions, and we describe their most representative features, benefits and design challenges.
The former is developed so as to find the most representative features while the latter is developed to provide a set of rotation-invariant features for texture characterization.
The former selects the most representative features in the sub-region and summarizes the joint distribution of the selected features, while the latter is utilized to extract multiple resolutions of features and fuse the features with a feature balance kernel for rich representation.
The eyes are the most representative features of the human face, especially when masks are put on the face.
The most representative features, i.e. the ones with the smallest variance were Energy, SRE (GLRLM), and GLN (GLSZM).
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Two weighting schemes are designed that respectively weight the views of data points and feature representations in each view, such that the best view and the most representative feature space in each view can be selected for clustering.
Instead, they tend to utilize exemplars that first come to mind or use the most representative feature of a source even when encouraged to produce novel ideas [18].
The vertical electron density profile is the most representative feature of the ionospheric plasma, and its reconstruction is essential for studies concerning ionospheric physics and for space weather purposes.
Over a century ago, Opie first described hyalinization of islets in diabetes [ 1], which was later identified as amyloid, the most representative feature of the islet pathology in type 2 diabetes [ 2 4].
The term 'acupuncture' was defined as interventions involving penetration of certain points on the skin by needling regardless of manual or electrical stimulation, since needling is believed to be the most representative feature of acupuncture and STRICTA items were originally developed for the reporting of needle acupuncture in clinical studies.
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CEO of Professional Science Editing for Scientists @ prosciediting.com