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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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| 出版年: | IEEE/ACM Trans Comput Biol Bioinform |
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| 主要な著者: | , , , |
| フォーマット: | Artigo |
| 言語: | Inglês |
| 出版事項: |
2021
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| 主題: | |
| オンライン･アクセス: | 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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