In philosophy, there is an as yet unresolved discussion on whether there are different kinds of kinds and what those kinds are. In particular, there is a distinction between indifferent kinds, which are unaffected by observation and representation, and interactive kinds, which respond to being studied in ways that alter the very kinds under study. This is in essence a discussion on ontologies a...

The objective of the Semiotic-based Ontology Evaluation Tool (S-OntoEval) is to evaluate and propose improvements to a given ontological model. The evaluation aims at assessing the quality of the ontology by drawing upon semiotic theory (Stamper et al., 2000), taking several metrics into consideration for assessing the syntactic, semantic, and pragmatic aspects of ontology quality. We consider ...


 The information bottleneck principle was recently proposed as a theory meant to explain some of the training dynamics deep neural architectures. Via plane analysis, patterns start emerge in this framework, where two phases can be distinguished: fitting and compression. We take step further study behaviour spatial entropy characterizing layers convolutional networks (CNNs), relation theor...