It therefore appears that the selection of a randomization procedure is left to the scientist’s preference rather than on scientific arguments. This strengthens the misconception that any randomization, regardless of how it is conducted, is enough to reach validity. Consequently the reporting standard...
The structure, operation, and advantages of the present invention will become further apparent upon consideration of the following description taken in conjunction with the accompanying figures (FIGs.). The figures are intended to be illustrative, not limiting. ...
several experiments were conducted for the optimum VGG16. As shown in the figure is the most efficient VGG16 configuration which proved to be successful. The description of our configured VGG16 is as follows: all the layers of VGG16 were frozen starting from the input layer till the flatten ...
Step 2: Problem description A key step is to describe the problem in an accurate, detailed and understandable way. When defining the problem, it is helpful to use the measures: What, When, Who, Where, How, and elements of the 5 WHY2H method: the Ishikawa diagram, or the Is/Is Not ...
For a detailed description of possible cases during the adaptation of an inspection sequence, the adaptation option A5 is analyzed in the fol- lowing paragraphs. For being able to derive inspection adaptation options from the manufacturing changes, the initial creation of the inspection sequence ...
The description of the element’s geometry was adopted following the standard (Figure 15). Figure 15. Description of the curbs’ geometry according to EN 1340:2004 [16]. The curbs belonged to quality class 2 (marking T), for which the characteristic bending strength is 5.0 MPa, and the...
Section 5 provides a description of how to generate health state labels. Section 6 illustrates results of ML and DL models. Finally, comments and conclusions are presented in Section 7. 2. Preprocessing Sensor Monitoring Data for Prognostics and Health Management Models Data preprocessing is an ...