Anastasiya Danilenka

According to our database, Anastasiya Danilenka authored at least 7 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Frugal Heart Rate Correction Method for Scalable Health and Safety Monitoring in Construction Sites.

Piotr Sowinski, Kajetan Rachwal, Anastasiya Danilenka, Karolina Bogacka, Monika Kobus, Anna Dabrowska, Andrzej Paszkiewicz, Marek Bolanowski, Maria Ganzha, Marcin Paprzycki

Sensors, July, 2023

One-shot federated learning with self-adversarial data.

Anastasiya Danilenka, Karolina Bogacka, Katarzyna Wasielewska-Michniewska

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Mitigating the effects of non-IID data in federated learning with a self-adversarial balancing method.

Anastasiya Danilenka

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Diagnosing Machine Learning Problems in Federated Learning Systems: A Case Study.

Karolina Bogacka, Anastasiya Danilenka, Katarzyna Wasielewska-Michniewska

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022

Using adversarial images to improve outcomes of federated learning for non-IID data.

Anastasiya Danilenka, Maria Ganzha, Marcin Paprzycki, Jacek Mandziuk

CoRR, 2022

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

Karolina Bogacka, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha, Anastasiya Danilenka, Lambis Tassakos, Eduardo Garro

Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

Introducing Federated Learning into Internet of Things Ecosystems - Maintaining Cooperation Between Competing Parties.

Karolina Bogacka, Anastasiya Danilenka, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha, Eduardo Garro, Lambis Tassakos

Proceedings of the Big Data Analytics in Astronomy, Science, and Engineering, 2022