The Scene Graph Generation (SGG) task aims to detect all the objects and their pairwise visual relationships in a given image. Although SGG has achieved remarkable progress over last few years, almost existing models follow same training paradigm: they treat both object predicate classification as single-label problem, ground-truths are one-hot target labels. However, this prevalent paradigm ov...

In recent decades, robotic manufacturing systems have been considered as effective solutions for providing more productive processes, but with less cost and risk. However, the programming is a time-consuming task, hinders implementation of in today's industry. This paper proposes knowledge-based program-generation approach systems. The proposed provides support standardization rules knowledge r...

Digital Government Infrastructures provide generic functionalities that are used by large numbers of users. Typically, they have no central authority, are governed by networks and contain both emerging and purposefully designed parts. Their use varies over time, and a large number of individuals use them for different purposes. The basic digital government infrastructure has evolved over time a...