fedKMeans

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doi:10.4121/434a0a9d-b50b-404c-8382-6499fc70252b

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fedKMeans

Code supporting chapter 4 of the PhD thesis: Federated K-Means Clustering.

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Description

Github repository accompanying chapter 4: Federated k-means clustering. repository includes code for reproducing experiments, as well as (synthetic) data used.

Keywords

multivariate analysis

License

CC-BY-4.0

Reference papers

1.
Author(s): Swier Garst, Marcel Reinders
Published in Lecture Notes in Computer Science, Pattern Recognition by Springer Nature Switzerland in 2024, page: 107-122
10.1007/978-3-031-78166-7_8

Mentions

1.
Author(s): Erik Johannes Husom, Rustem Dautov, Arda Goknil
Published in 2025 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C) by IEEE in 2025, page: 1-8
10.1109/acsos-c66519.2025.00025
2.
Author(s): Markus Bujotzek, Evelyn Trautmann, Calum Hand, Ian Hales
Published in 2025 3rd International Conference on Federated Learning Technologies and Applications (FLTA) by IEEE in 2025, page: 441-447
10.1109/flta67013.2025.11336444
3.
Author(s): Ranga Raju Vatsavai, Chris Symons
Published in 2025 IEEE World AI IoT Congress (AIIoT) by IEEE in 2025, page: 0648-0654
10.1109/aiiot65859.2025.11105249

1.
Author(s): Xiaolong Yu, Yuping Zhou, Pengzhan Zheng, Weiwen Wang, Shengqie Liao
Published in Journal of Imaging Informatics in Medicine by Springer Science and Business Media LLC in 2026
10.1007/s10278-026-01886-3
2.
Author(s): Beibei Han, Qingyong Wang
Published in Expert Systems with Applications by Elsevier BV in 2026, page: 131910
10.1016/j.eswa.2026.131910
3.
Author(s): Doudou Zhou, Han Tong, Linshanshan Wang, Suqi Liu, Xin Xiong, Ziming Gan, Griffier Romain, Boris P. Hejblum, Yun-Chung Liu, Chuan Hong, Clara-Lea Bonzel, Tianrun Cai, Kevin Pan, Yuk-Lam Ho, Lauren Costa, Vidul A. Panickan, J. Michael Gaziano, Kenneth D. Mandl, Vianney Jouhet, Rodolphe Thiebaut, Zongqi Xia, Kelly Cho, Katherine Liao, Tianxi Cai
Published in Nature Communications by Springer Science and Business Media LLC in 2026
10.1038/s41467-026-71152-1
4.
Author(s): Oruba Alfawaz, Ali A. El-Moursy, Mohamed Saad, Ahmed M. Khedr
Published in The Journal of Supercomputing by Springer Science and Business Media LLC in 2025
10.1007/s11227-025-07296-6

Contributors

Marcel Reinders

0000-0002-1148-1562

Swier Garst

0009-0009-4774-0309

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fedKMeans

Description

Reference papers

Book section1

Mentions

Conference papers3

Journal articles4

Contributors

Member of community