1 code implementation • 24 Nov 2023 • Piotr Sowinski, Pawel Szmeja, Maria Ganzha, Marcin Paprzycki
Over the years, RDF streaming was explored in research and practice from many angles, resulting in a wide range of RDF stream definitions.
1 code implementation • 10 May 2023 • Albert Roethel, Maria Ganzha, Anna Wróblewska
A considerable number of texts encountered daily are somehow connected with each other.
no code implementations • 4 Jan 2023 • Jaroslaw Legierski, Kajetan Rachwal, Piotr Sowinski, Wojciech Niewolski, Przemyslaw Ratuszek, Zbigniew Kopertowski, Marcin Paprzycki, Maria Ganzha
Detecting Personal Protective Equipment in images and video streams is a relevant problem in ensuring the safety of construction workers.
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.
no code implementations • 8 Jul 2022 • Dominik Lewy, Jacek Mańdziuk, Maria Ganzha, Marcin Paprzycki
Availability of large amount of annotated data is one of the pillars of deep learning success.
no code implementations • 16 Jun 2022 • Anastasiya Danilenka, Maria Ganzha, Marcin Paprzycki, Jacek Mańdziuk
One of the important problems in federated learning is how to deal with unbalanced data.
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.
no code implementations • 9 Apr 2022 • Łukasz Pałys, Maria Ganzha, Marcin Paprzycki
Nowadays, it is possible to collect precise data describing movements of public transport.
no code implementations • 29 Mar 2022 • Elie Saad, Marcin Paprzycki, Maria Ganzha
In situations like this, it may be possible to develop a meta-classifier that would combine "best aspects" of individual classifiers and outperform all of them.
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.
no code implementations • 5 Oct 2021 • Jan Sawicki, Maria Ganzha, Marcin Paprzycki, Amelia Bădică
These functions can be used as a prelude analysis to a broader exploration of Reddit's applicability.