Introducing Federated Learning into Internet of Things ecosystems -- preliminary considerations

no code implementations • 15 Jul 2022 • Karolina Bogacka, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha, Anastasiya Danilenka, Lambis Tassakos, Eduardo Garro

Federated learning (FL) was proposed to facilitate the training of models in a distributed environment.

Federated Learning

Ontology Reuse: the Real Test of Ontological Design

1 code implementation • 5 May 2022 • Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Marcin Paprzycki, Costin Badica

Moreover, despite recent advances, the realization of systematic ontology quality assurance remains a difficult problem.

Topical Classification of Food Safety Publications with a Knowledge Base

1 code implementation • 2 Jan 2022 • Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Marcin Paprzycki

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 basis.

Classification