no code implementations • 21 Feb 2024 • Daniel Schwabe, Katinka Becker, Martin Seyferth, Andreas Klaß, Tobias Schäffter
Since data quality dictates the behaviour of ML products, evaluating data quality will play a key part in the regulatory approval of medical AI products.
1 code implementation • 1 Jul 2021 • Kartik Shenoy, Filip Ilievski, Daniel Garijo, Daniel Schwabe, Pedro Szekely
Wikidata has been increasingly adopted by many communities for a wide variety of applications, which demand high-quality knowledge to deliver successful results.
no code implementations • 20 Oct 2020 • Paulo R C Mendes, Antonio J G Busson, Sérgio Colcher, Daniel Schwabe, Álan L V Guedes, Carlos Laufer
We propose a cluster-matching-based approach for face recognition in video.
no code implementations • 18 Aug 2020 • Filip Ilievski, Pedro Szekely, Daniel Schwabe
Our experiments reveal that: 1) albeit Wikidata-CS represents a small portion of Wikidata, it is an indicator that Wikidata contains relevant commonsense knowledge, which can be mapped to 15 ConceptNet relations; 2) the overlap between Wikidata-CS and other commonsense sources is low, motivating the value of knowledge integration; 3) Wikidata-CS has been evolving over time at a slightly slower rate compared to the overall Wikidata, indicating a possible lack of focus on commonsense knowledge.
1 code implementation • 29 May 2020 • Filip Ilievski, Daniel Garijo, Hans Chalupsky, Naren Teja Divvala, Yixiang Yao, Craig Rogers, Rongpeng Li, Jun Liu, Amandeep Singh, Daniel Schwabe, Pedro Szekely
Knowledge graphs (KGs) have become the preferred technology for representing, sharing and adding knowledge to modern AI applications.