Contextuality is central to both the foundations of quantum theory and to the novel information processing tasks. Despite some recent proposals, it still faces a fundamental problem: how to quantify its presence? In this work, we provide a universal framework for quantifying contextuality. We conduct two complementary approaches: (i) the bottom-up approach, where we introduce a communication game, which grasps the phenomenon of...

Local community - a term associated with the notion of neighbourhood and the quality of living environment - do not seem attractive to architects in Poland nowadays. Following years of collectivism enforced by top-down political decisions, one can currently observe bottom-up movements - attempts of building local communities. This paper presents research of chosen case studies (both Polish and foreign) illustrating the above approach....

This paper discusses the possibility of designing a two stage classifier for large-scale hierarchical and multilabel text classification task, that will be a compromise between two common approaches to this task. First of it is called big-bang, where there is only one classifier that aims to do all the job at once. Top-down approach is the second popular option, in which at each node of categories’ hierarchy, there is a flat classifier...