Does applied AI have the necessary insights to tackle even the slightest (unlearned or unseen) change in context of the world surrounding it? In discussions AI often equals deep-learning models. Current deep learning methods heavily depend on the presumption of Independent and Identically Distributed data (I.I.D) to learn from, something…

Intro Anyone taking seriously the fact that we live on a planet with finite resources will appreciate the increasing focus on sustainability in computing. …

And why it is relevant for discussions on Knowledge Graphs. Intro on why there are ontologies As technology for automating information-intensive tasks mature and organisations strive to become data-powered, data amounts in a vast pace nearly everywhere. This data is not necessarily in a shape so that it can be…

Data lake initiatives have been around for quite a long time now. However, they have not always lived up to the promise of transforming an enterprise into a data driven organization. The premise of data lakes has been around building a data repository of an organization’s digital footprint and gathering…