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References from Federated Clustering: An Overview of Algorithm Evolution and Research Prospects. Local targets link to admitted publications; unresolved targets remain external evidence.
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2022 · External reference
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Deep dirichlet process mixture models
External reference
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10.1109/tmc.2024.3453657
10.1109/tmc.2024.3453657 · External reference
Communication-efficient learning of deep networks from decentralized data
External reference
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2022 · External reference
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10.1016/j.inffus.2024.102357 · External reference
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External reference
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External reference
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A federated fuzzy c-means clustering algorithm
External reference
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10.1109/tkde.2019.2930056 · External reference
10.1109/tkde.2022.3150403
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On spectral clustering: Analysis and an algorithm
External reference
10.1109/tai.2021.3065894
10.1109/tai.2021.3065894 · External reference
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Heterogeneity for the win: One-shot federated clustering
External reference
10.1109/tii.2021.3052183
10.1109/tii.2021.3052183 · External reference
Clustering algorithm in differential privacy preserving
2019 · External reference
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10.1016/j.ins.2024.121211 · External reference
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2022 · External reference
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10.3390/electronics12091972 · External reference
A survey on cluster-based federated learning
2025 · External reference
Federated multi-task learning under a mixture of distributions
External reference
Privacy-preserving patient clustering for personalized federated learning
2023 · External reference
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10.1109/tfuzz.2024.3459927 · External reference
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External reference
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10.1109/milcom58377.2023.10356362 · External reference
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10.1109/jiot.2023.3343719 · External reference
10.1109/tpami.2024.3520708
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10.1109/tnnls.2023.3329720
10.1109/tnnls.2023.3329720 · External reference
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10.1109/tsp.2022.3151505
10.1109/tsp.2022.3151505 · External reference
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10.1109/trustcom60117.2023.00184 · External reference
10.1155/2021/3630312
10.1155/2021/3630312 · External reference
10.1016/j.fraope.2024.100204
10.1016/j.fraope.2024.100204 · External reference
10.52202/075280-2551
10.52202/075280-2551 · External reference
10.1145/3653981
10.1145/3653981 · External reference
10.1109/icasspw59220.2023.10193449
10.1109/icasspw59220.2023.10193449 · External reference
10.1109/jstsp.2024.3461311
10.1109/jstsp.2024.3461311 · External reference
10.3390/sym18081383
10.3390/sym18081383 · External reference
CCFC++: Enhancing federated clustering through feature decorrelation
2024 · External reference
10.1016/j.inffus.2024.102751
10.1016/j.inffus.2024.102751 · External reference
10.1109/ijcnn52387.2021.9534268
10.1109/ijcnn52387.2021.9534268 · External reference
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10.1109/bigdia63733.2024.10808566 · External reference
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10.1016/j.asoc.2025.113963 · External reference
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10.1016/j.ins.2024.121203 · External reference
Privacy-preserving federated deep clustering based on GAN
10.2139/ssrn.4618450 · 2023 · External reference
Federated unsupervised clustering with generative models
External reference
10.1007/s11227-025-07006-2
10.1007/s11227-025-07006-2 · External reference
10.1109/ijcnn52387.2021.9533486
10.1109/ijcnn52387.2021.9533486 · External reference
10.1109/tnnls.2024.3403155
10.1109/tnnls.2024.3403155 · External reference
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10.1145/3664647.3681557 · External reference
10.1109/tfuzz.2023.3335361
10.1109/tfuzz.2023.3335361 · External reference
Federated multi-view clustering via tensor factorization
External reference
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10.1609/aaai.v39i16.33822 · External reference
10.1109/tpami.2020.3011148
10.1109/tpami.2020.3011148 · External reference
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10.1109/tfuzz.2025.3526978 · External reference
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10.1016/j.eswa.2024.123807 · External reference
10.52202/068431-2144
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K-means clustering with distributed dimensions
External reference
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10.14778/3583140.3583146 · External reference
10.52202/079017-1168
10.52202/079017-1168 · External reference
10.1109/cvpr46437.2021.00919
10.1109/cvpr46437.2021.00919 · External reference
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External reference
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10.1109/tfuzz.2025.3584697 · External reference
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External reference
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10.1016/j.ins.2025.122957 · External reference
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2022 · External reference
FedHK-MVFC: Federated heat kernel multi-view clustering
2025 · External reference
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2023 · External reference
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