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Global Considerations in Hierarchical Clustering Reveal Meaningful Patterns in Data

BACKGROUND: A hierarchy, characterized by tree-like relationships, is a natural method of organizing data in various domains. When considering an unsupervised machine learning routine, such as clustering, a bottom-up hierarchical (BU, agglomerative) algorithm is used as a default and is often the on...

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書目詳細資料
Main Authors: Varshavsky, Roy, Horn, David, Linial, Michal
格式: Artigo
語言:Inglês
出版: Public Library of Science 2008
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC2375056/
https://ncbi.nlm.nih.gov/pubmed/18493326
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0002247
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