27 citations · 73 across the 5 of their papers we have counts for
6 papers
On Specifying for Trustworthiness
Dhaminda B. Abeywickrama, Amel Bennaceur, Greg Chance +12
As autonomous systems (AS) increasingly become part of our daily lives, ensuring their trustworthiness is crucial. In order to demonstrate the trustworthiness of an AS, we first ne…
A Methodology and Software Architecture to Support Explainability-by-Design
Trung Dong Huynh, Niko Tsakalakis, Ayah Helal +2
Algorithms play a crucial role in many technological systems that control or affect various aspects of our lives. As a result, providing explanations for their decisions to address…
Provenance Graph Kernel
David Kohan Marzagão, Trung Dong Huynh, Ayah Helal +2
Provenance is a record that describes how entities, activities, and agents have influenced a piece of data; it is commonly represented as graphs with relevant labels on both their…
Prospecting Period Measurements with LSST - Low Mass X-ray Binaries as a Test Case
Michael A. C. Johnson, Poshak Gandhi, Adriane P. Chapman +4
The Large Synoptic Survey Telescope (LSST) will provide for unbiased sampling of variability properties of objects with mag 24. This should allow for those objects whose va…
Aggregation by Provenance Types: A Technique for Summarising Provenance Graphs
Luc Moreau
As users become confronted with a deluge of provenance data, dedicated techniques are required to make sense of this kind of information. We present Aggregation by Provenance Types…
Metadata and provenance management
Ewa Deelman, Bruce Berriman, Ann Chervenak +3
Scientists today collect, analyze, and generate TeraBytes and PetaBytes of data. These data are often shared and further processed and analyzed among collaborators. In order to fac…