Evaluating the effect of volatile federated timeseries on modern DNNs: attention over long/short memory

Ilias Siniosoglou; Konstantinos Xouveroudis; Vasileios Argyriou; Thomas Lagkas; Sotirios K. Goudos; Konstantinos E. Psannis; Panagiotis Sarigiannidis

doi:10.1109/MOCAST57943.2023.10176585

Evaluating the effect of volatile federated timeseries on modern DNNs: attention over long/short memory

Ilias Siniosoglou
, Konstantinos Xouveroudis
, Vasileios Argyriou
, Thomas Lagkas
, Sotirios K. Goudos
, Konstantinos E. Psannis
, Panagiotis Sarigiannidis

University of Western Macedonia
MetaMind Innovations P.C.
Kingston University
International Hellenic University
Aristotle University of Thessaloniki
University of Macedonia

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Original language	English
Title of host publication	Published in: 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST). Piscataway, U.S. : Institute of Electrical and Electronics Engineers, Inc. ISBN 9798350321074 Organising Body: IEEE Organising Body: IEEE
Pages	1-6
DOIs	https://doi.org/10.1109/MOCAST57943.2023.10176585
Publication status	Published - 29 Jun 2023

Bibliographical note

Note: Published in: 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST). Piscataway, U.S. : Institute of Electrical and Electronics Engineers, Inc. ISBN 9798350321074

Organising Body: IEEE

Organising Body: IEEE

Keywords

Computer science and informatics

Access to Document

10.1109/MOCAST57943.2023.10176585

https://doi.org/10.1109/MOCAST57943.2023.10176585

Evaluating the effect of volatile federated timeseries on modern DNNs: attention over long/short memory
Siniosoglou, I., Xouveroudis, K., Argyriou, V., Lagkas, T., Goudos, S. K., Psannis, K. E. & Sarigiannidis, P., 29 Jun 2023.
Research output: Contribution to conference › Paper › peer-review

Cite this

Siniosoglou, I., Xouveroudis, K., Argyriou, V., Lagkas, T., Goudos, S. K., Psannis, K. E., & Sarigiannidis, P. (2023). Evaluating the effect of volatile federated timeseries on modern DNNs: attention over long/short memory. In Published in: 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST). Piscataway, U.S. : Institute of Electrical and Electronics Engineers, Inc. ISBN 9798350321074 Organising Body: IEEE Organising Body: IEEE (pp. 1-6) https://doi.org/10.1109/MOCAST57943.2023.10176585

Siniosoglou, Ilias ; Xouveroudis, Konstantinos ; Argyriou, Vasileios et al. / Evaluating the effect of volatile federated timeseries on modern DNNs : attention over long/short memory. Published in: 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST). Piscataway, U.S. : Institute of Electrical and Electronics Engineers, Inc. ISBN 9798350321074 Organising Body: IEEE Organising Body: IEEE. 2023. pp. 1-6

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keywords = "Computer science and informatics",

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note = "Note: Published in: 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST). Piscataway, U.S. : Institute of Electrical and Electronics Engineers, Inc. ISBN 9798350321074 Organising Body: IEEE Organising Body: IEEE",

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Siniosoglou, I, Xouveroudis, K, Argyriou, V, Lagkas, T, Goudos, SK, Psannis, KE & Sarigiannidis, P 2023, Evaluating the effect of volatile federated timeseries on modern DNNs: attention over long/short memory. in Published in: 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST). Piscataway, U.S. : Institute of Electrical and Electronics Engineers, Inc. ISBN 9798350321074 Organising Body: IEEE Organising Body: IEEE. pp. 1-6. https://doi.org/10.1109/MOCAST57943.2023.10176585

Evaluating the effect of volatile federated timeseries on modern DNNs: attention over long/short memory. / Siniosoglou, Ilias; Xouveroudis, Konstantinos; Argyriou, Vasileios et al.
Published in: 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST). Piscataway, U.S. : Institute of Electrical and Electronics Engineers, Inc. ISBN 9798350321074 Organising Body: IEEE Organising Body: IEEE. 2023. p. 1-6.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Sarigiannidis, Panagiotis

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Siniosoglou I, Xouveroudis K, Argyriou V, Lagkas T, Goudos SK, Psannis KE et al. Evaluating the effect of volatile federated timeseries on modern DNNs: attention over long/short memory. In Published in: 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST). Piscataway, U.S. : Institute of Electrical and Electronics Engineers, Inc. ISBN 9798350321074 Organising Body: IEEE Organising Body: IEEE. 2023. p. 1-6 doi: 10.1109/MOCAST57943.2023.10176585