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Diagnostics is summarized as a process of identifying and determining the relationship between the information obtained in the measurement space and the machine fault patterns in the fault space. There are three major steps in diagnostics, that is, fault detection, fault isolation, and fault identific...
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Among the reported strategies in managing potential sources of bias, common approaches were identified based on the summarized ML choices inTable 2. There were 12 studies in total that handled class imbalance. All of them used resampling or bagging to balance training class distribution and two of...
Data were summarized using descriptive statistics. The unit of analysis was the platform-independent app. Because this study did not involve human participants, ethical review was not required according to the policies of the human research ethics procedure of UNSW Sydney. The Strengthening the Reporti...
Section 16 of the Securities Exchange Act of 1934, in particular, requires that insiders report all changes in ownership by the end of the second business day following the transaction date. This requirement applies to officers in a policy-making function and their immediate family members; the ...
and summarized data. Analytical sandboxes should be created on demand. Resource management is critical to ensure control of the entire data flow including pre- and post-processing, integration, in-database summarization, and analytical modeling. A well-planned private and public cloud provisioning and...
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(GEN-dwr-CLL) or tissue type (GEN-dwr-TIS), or a drug compound that is used to treat a disease (CPD-trt-DIS). A comprehensive list of all the biological and chemical entities included in the Bioteque, as well as the different associations, are summarized in Fig.1aand Table1and ...
The PC/SC component stack is summarized inFigure 1. Note that the PC/SC client code is loaded in the application process. The resource manager is a system service, separate from the client. The reader device driver is the only component of the PC/SC stack that operates in kernel mode. ...