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Object weighting: a new clustering approach to deal with outliers and cluster overlap in computational biology
Considerable efforts have been made over the last decades to improve the robustness of clustering algorithms against noise features and outliers, known to be important sources of error in clustering. Outliers dominate the sum-of-the-squares calculations and generate cluster overlap, thus leading to...
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| Veröffentlicht in: | IEEE/ACM Trans Comput Biol Bioinform |
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| Hauptverfasser: | , , , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2021
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8158064/ https://ncbi.nlm.nih.gov/pubmed/31180868 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TCBB.2019.2921577 |
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