1.8k citations · 1.9k across the 10 of their papers we have counts for
6 papers · 1 filter
Why model why? Assessing the strengths and limitations of LIME
Jürgen Dieber, Sabrina Kirrane
When it comes to complex machine learning models, commonly referred to as black boxes, understanding the underlying decision making process is crucial for domains such as healthcar…
Towards Querying in Decentralized Environments with Privacy-Preserving Aggregation
Ruben Taelman, Simon Steyskal, Sabrina Kirrane
The Web is a ubiquitous economic, educational, and collaborative space. However, it also serves as a haven for personal information harvesting. Existing decentralised Web-based eco…
Query Based Access Control for Linked Data
Sabrina Kirrane, Alessandra Mileo, Axel Polleres +1
In recent years we have seen significant advances in the technology used to both publish and consume Linked Data. However, in order to support the next generation of ebusiness appl…
Knowledge Graphs
Aidan Hogan, Eva Blomqvist, Michael Cochez +15
In this paper we provide a comprehensive introduction to knowledge graphs, which have recently garnered significant attention from both industry and academia in scenarios that requ…
Machine Understandable Policies and GDPR Compliance Checking
Piero A. Bonatti, Sabrina Kirrane, Iliana M. Petrova +1
The European General Data Protection Regulation (GDPR) calls for technical and organizational measures to support its implementation. Towards this end, the SPECIAL H2020 project ai…
The SPECIAL-K Personal Data Processing Transparency and Compliance Platform
Sabrina Kirrane, Javier D. Fernández, Piero Bonatti +3
The European General Data Protection Regulation (GDPR) brings new challenges for companies who must ensure they have an appropriate legal basis for processing personal data and mus…