activity
20202022
most citedWhy model why? Assessing the strengths and limitations of LIME

12 citations · 26 across the 4 of their papers we have counts for

collaborators

7 papers

cs.CR202212 cited

Usage Control Specification, Enforcement, and Robustness: A Survey

Ines Akaichi, Sabrina Kirrane

The management of data and digital assets poses various challenges, including the need to adhere to legal requirements with respect to personal data protection and copyright. Usage…

cs.MA2022

Governance of Autonomous Agents on the Web: Challenges and Opportunities

Timotheus Kampik, Adnane Mansour, Olivier Boissier +6

The study of autonomous agents has a long tradition in the Multiagent Systems and the Semantic Web communities, with applications ranging from automating business processes to pers…

cs.AI2021

Intelligent Software Web Agents: A Gap Analysis

Sabrina Kirrane

Semantic web technologies have shown their effectiveness, especially when it comes to knowledge representation, reasoning, and data integration. However, the original semantic web…

cs.LG202012 cited

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…

cs.DB20202 cited

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…

cs.DB2020

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…