Videos tagged with Data Visualisation

Publication repositories contain an abundance of information about the evolution of scientific research areas. We address the problem of creating a visualization of a research area that describes the flow of topics between papers, quantifies the impact that papers have on each other, and helps to identify key contributions. To this end, we devise a probabilistic topic model that explains the ge...

The increasing availability of streaming data is a consequence of the continuing advancement of data acquisition technology. Such data provides new challenges to the various data analysis communities. Clustering has long been a fundamental procedure for acquiring knowledge from data, and new tools are emerging that allow the clustering of data streams. However the dynamic, temporal components o...

Lecture slides: WP 2: Learning Web-service Domain Ontologies Outline of the Presentation Learning Web-service Ontologies Application Mining GATE Case Study Data Sources A Typical Java Class Creating a Document Network GATE Comment Reference Network Transforming Networks into Feature Vectors Combining Feature Vectors LATINO & OntoGen Demo OntoGen Demo Dassault Case Study: Inclusion Dependenc...