4 papers
Finding Explanations of Entity Relatedness in Graphs: A Survey
Raoul Biagioni, Pierre-Yves Vandenbussche, Vit Novacek
Analysing and explaining relationships between entities in a graph is a fundamental problem associated with many practical applications. For example, a graph of biological pathways…
Formalising Hypothesis Virtues in Knowledge Graphs: A General Theoretical Framework and its Validation in Literature-Based Discovery Experiments
Vit Novacek
We introduce an approach to discovery informatics that uses so called knowledge graphs as the essential representation structure. Knowledge graph is an umbrella term that subsumes…
Technical report: Linking the scientific and clinical data with KI2NA-LHC
Vit Novacek, Aisha Naseer
We introduce a use case and propose a system for data and knowledge integration in life sciences. In particular, we focus on linking clinical resources (electronic patient records)…
Distributional Framework for Emergent Knowledge Acquisition and its Application to Automated Document Annotation
Vit Novacek
The paper introduces a framework for representation and acquisition of knowledge emerging from large samples of textual data. We utilise a tensor-based, distributional representati…