Methods › General › Clustering › Ensemble Clustering
Ensemble Clustering
Introduced by Hongmin Li et al. in Ensemble Learning for Spectral Clustering
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Ensemble clustering, also called consensus clustering, has been attracting much attention in recent years, aiming to combine multiple base clustering algorithms into a better and more consensus clustering. Due to its good performance, ensemble clustering plays a vital role in many research areas, such as community detection and bioinformatics.
Papers archive 2025-07-28
19 shown of 19, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Discriminative Ordering Through Ensemble Consensus 7 May 2025 · 1 repository · arXiv:2505.04464
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AdaptiveMDL-GenClust: A Robust Clustering Framework Integrating Normalized Mutual Information and Evolutionary Algorithms 26 Nov 2024 · 0 repositories · arXiv:2412.05305
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Similarity and Dissimilarity Guided Co-association Matrix Construction for Ensemble Clustering 1 Nov 2024 · 1 repository · arXiv:2411.00904
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Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data 19 Sep 2024 · 0 repositories · arXiv:2409.12590
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A Bayesian Approach to Clustering via the Proper Bayesian Bootstrap: the Bayesian Bagged Clustering (BBC) algorithm 13 Sep 2024 · 0 repositories · arXiv:2409.08954
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Federated One-Shot Ensemble Clustering 12 Sep 2024 · 0 repositories · arXiv:2409.08396
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Linear time Evidence Accumulation Clustering with KMeans 15 Nov 2023 · 0 repositories · arXiv:2311.09272
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Parea: multi-view ensemble clustering for cancer subtype discovery 30 Sep 2022 · 1 repository · arXiv:2209.15399
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clusterBMA: Bayesian model averaging for clustering 9 Sep 2022 · 2 repositories · arXiv:2209.04117
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DeepCluE: Enhanced Image Clustering via Multi-layer Ensembles in Deep Neural Networks 1 Jun 2022 · 0 repositories · arXiv:2206.00359
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Ensemble Method for Cluster Number Determination and Algorithm Selection in Unsupervised Learning 23 Dec 2021 · 1 repository · arXiv:2112.13680
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A Novel Data Segmentation Method for Data-driven Phase Identification 20 Nov 2021 · 0 repositories · arXiv:2111.10500
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Ensemble clustering for histopathological images segmentation using convolutional autoencoders 20 Jul 2021 · 0 repositories
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The Three Ensemble Clustering (3EC) Algorithm for Pattern Discovery in Unsupervised Learning 8 Jul 2021 · 0 repositories · arXiv:2107.03729
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LSEC: Large-scale spectral ensemble clustering 18 Jun 2021 · 1 repository · arXiv:2106.09852
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Solving weakly supervised regression problem using low-rank manifold regularization 13 Apr 2021 · 0 repositories · arXiv:2104.06548
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Self-supervised Symmetric Nonnegative Matrix Factorization 2 Mar 2021 · 1 repository · arXiv:2103.01689
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Ensemble Learning for Spectral Clustering 20 Nov 2020 · 1 repository
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EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators 2 Dec 2019 · 2 repositories · arXiv:1912.00819
Tasks archive 2025-07-28
20 shown of 21 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
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