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For example, various television programs, including reality shows focusing on media personnel (e.g., Keeping up with the Kardashians) and housewives in metropolitan cities of the US (e.g., The Real Housewives of Los Angeles), and magazine and Internet advertisements frequently feature procedures that are used to enhance one's appearance to have a more youthful and culturally idealized appearance.
For the network analysis we used the computing program Matlab, whereas all network feature procedures can be found in the Complex Networks Package for MatLab (Version 1.6; Muchnik, L). and in [ 52].
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After feature extraction procedures, a large margin classifier with Huber loss function (26) is utilized for learning and prioritizing articles.
Direct democracy comes in a variety of institutional forms, with the common feature of procedures focusing on popular votes on political issues.
The training consisted of co-evolving feature extraction procedures, each being a sequence of elementary image processing and feature extraction operations.
The optimal feature selection procedures are adopted by means of the mRMR (Maximum Relevance Minimum Redundancy) method.
The feature matching procedures were chosen based on the graininess of the datasets.
Such insight can only be obtained through expert analyses and dedicated feature selection procedures [ 19].
Second, we compared the uni-variate gene expression average classifier with 12 alternative classification algorithms using two feature selection procedures.
In addition, sets of biologically-related genes are often co-regulated while many feature selection procedures are univariate in nature.
Our feature selection procedure combined with 10000 permutations of Leave One 20% Cross Validation (L20OCV) procedure found four FTP s; each FTP was based on 9 genes.
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