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Journals
Journal of Artificial Intelligence and Soft Computing Research
Volume 15 (2025): Issue 1 (January 2025)
Open Access
A Novel Method for Human Fall Detection Using Federated Learning and Interval-Valued Fuzzy Inference Systems
Barbara Pękala
Barbara Pękala
University of Rzeszów
Poland
University of Rzeszów
Poland
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Pękala, Barbara
,
Jarosław Szkoła
Jarosław Szkoła
University of Rzeszów
Poland
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Szkoła, Jarosław
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Piotr Grochowalski
Piotr Grochowalski
University of Rzeszów
Poland
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Grochowalski, Piotr
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Dorota Gil
Dorota Gil
University of Rzeszów
Poland
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Gil, Dorota
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Dawid Kosior
Dawid Kosior
University of Rzeszów
Poland
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Kosior, Dawid
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Krzysztof Dyczkowski
Krzysztof Dyczkowski
Adam Mickiewicz University
Poland
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Dyczkowski, Krzysztof
Dec 08, 2024
Journal of Artificial Intelligence and Soft Computing Research
Volume 15 (2025): Issue 1 (January 2025)
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Published Online:
Dec 08, 2024
Page range:
77 - 90
Received:
Sep 20, 2024
Accepted:
Oct 31, 2024
DOI:
https://doi.org/10.2478/jaiscr-2025-0005
Keywords
federated learning
,
interval-valued fuzzy sets
,
approximate reasoning
,
posture detection
,
elderly care
© 2025 Barbara Pękala et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Pękala, Barbara
University of Rzeszów
Poland
University of Rzeszów
Poland
Szkoła, Jarosław
University of Rzeszów
Poland
Grochowalski, Piotr
University of Rzeszów
Poland
Gil, Dorota
University of Rzeszów
Poland
Kosior, Dawid
University of Rzeszów
Poland
Dyczkowski, Krzysztof
Adam Mickiewicz University
Poland