SOC codes make it possible for public and private organizations to comparatively analyze occupations in the United States. For instance, state agencies often use SOC codes to identify different types of workers and industries in their respective jurisdiction. They’re also helpful to employers who rel...
Additionally, we apply one-hot codes and normalize the mean and variance to improve the data processing technique of the NN model. We transform single discrete and finite values, such as p i r v , into their corresponding one-hot codes, thereby accelerating the learning of internal data featu...
Latest generation FPGAs provide small, low-cost and low-power devices that are ideal for edge computing applications. Most of the state-of-the-art methods developed recently are dedicated exclusively to the software or hardware implementation of a single node, often called a smart camera. ...
8 For most country-waves in most surveys, we were able to categorize professions based on recorded EGP categories or International Standard Classification of Occupation codes. For the handful of country-waves with locally specific coding schemes, we hand-coded available profession responses as ...