Federated Feature Selection for Horizontal Federated Learning in IoT Networks

Xunzheng Zhang; Alex Mavromatis; Antonis Vafeas; Reza Nejabati; Dimitra Simeonidou

doi:10.1109/JIOT.2023.3237032

Federated Feature Selection for Horizontal Federated Learning in IoT Networks

Xunzheng Zhang, Alex Mavromatis, Antonis Vafeas, Reza Nejabati, Dimitra Simeonidou

Research output: Contribution to journal › Article (Academic Journal) › peer-review

26 Citations (Scopus)

Original language	English
Pages (from-to)	10095-10112
Number of pages	18
Journal	IEEE Internet of Things Journal
Volume	10
Issue number	11
DOIs	https://doi.org/10.1109/JIOT.2023.3237032
Publication status	Published - 16 Jan 2023

Bibliographical note

Funding Information:
This work was supported in part by the U.K. DCMS funded Project Future RAN: O-RANOS; in part by the U.K. DCMS 2022 UK5G Proteus Research Project; and in part by the China Scholarship Council.

Publisher Copyright:
© 2014 IEEE.

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10.1109/JIOT.2023.3237032

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Cite this

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title = "Federated Feature Selection for Horizontal Federated Learning in IoT Networks",

author = "Xunzheng Zhang and Alex Mavromatis and Antonis Vafeas and Reza Nejabati and Dimitra Simeonidou",

note = "Funding Information: This work was supported in part by the U.K. DCMS funded Project Future RAN: O-RANOS; in part by the U.K. DCMS 2022 UK5G Proteus Research Project; and in part by the China Scholarship Council. Publisher Copyright: {\textcopyright} 2014 IEEE.",

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T1 - Federated Feature Selection for Horizontal Federated Learning in IoT Networks

AU - Zhang, Xunzheng

AU - Mavromatis, Alex

AU - Vafeas, Antonis

AU - Nejabati, Reza

AU - Simeonidou, Dimitra

N1 - Funding Information: This work was supported in part by the U.K. DCMS funded Project Future RAN: O-RANOS; in part by the U.K. DCMS 2022 UK5G Proteus Research Project; and in part by the China Scholarship Council. Publisher Copyright: © 2014 IEEE.

PY - 2023/1/16

Y1 - 2023/1/16

U2 - 10.1109/JIOT.2023.3237032

DO - 10.1109/JIOT.2023.3237032

M3 - Article (Academic Journal)

SN - 2327-4662

VL - 10

SP - 10095

EP - 10112

JO - IEEE Internet of Things Journal

JF - IEEE Internet of Things Journal

IS - 11

ER -