7 citations · 15 across the 6 of their papers we have counts for
4 papers · 1 filter
Introducing Federated Learning into Internet of Things ecosystems -- preliminary considerations
Karolina Bogacka, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki +4
Federated learning (FL) was proposed to facilitate the training of models in a distributed environment. It supports the protection of (local) data privacy and uses local resources…
Efficient RDF Streaming for the Edge-Cloud Continuum
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha +3
With the ongoing, gradual shift of large-scale distributed systems towards the edge-cloud continuum, the need arises for software solutions that are universal, scalable, practical,…
Ontology Reuse: the Real Test of Ontological Design
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha +2
Reusing ontologies in practice is still very challenging, especially when multiple ontologies are (jointly) involved. Moreover, despite recent advances, the realization of systemat…
Topical Classification of Food Safety Publications with a Knowledge Base
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha +1
The vast body of scientific publications presents an increasing challenge of finding those that are relevant to a given research question, and making informed decisions on their ba…