Average linkage hierarchical clustering of the breast cancer samples.Gary K. ChenEric C. ChiJohn Michael O. RanolaKenneth Lange
Hierarchical clustering is a data analysis method that has been used for decades. Despite its widespread use, the method has an underdeveloped analytical foundation. Having a well understood foundation would both support the currently used methods and help guide future improvements. The goal of this ...
a内部装饰豪华,科技先进 正在翻译,请等待...[translate] aagglomerative hierarchical clustering was performed on the unweighted network by using the average linkage between the groups. 会凝聚分级群聚在无重负的网络执行了通过使用平均连接在小组之间。[translate]...
Summary Spanning trees are a combinatorial way to introduce hierarchical clustering and to provide efficient algorithms to build clusters optimizing some criterion. In this communication we present a new algorithm based on iterative evaluations of the lengths of a minimum spanning tree that gives an ind...
网络平均連结法;平均连结法 网络释义
The last part of our survey of hierarchical clustering algorithms deals with Average-Linkage, Centroid, Median, WARD and Flexible Strategy. The investigation includes a discussion of some interesting properties.doi:10.1002/bimj.197800010B. Kopp
Hierarchical clustering (Euclidean, average linkage) considering the expression signature of 44 probes.Marine, PessonAlain, VolantArnaud, UguenKilian, TrilletPierre, de la GrangeMarc, AubryMélanie, DaoulasMichel, RobaszkiewiczGerald, Le Gac
Hierarchical agglomerative clustering (HAC) is among the most widely adopted algorithms in unsupervised learning. This method employs a linkage criterion to measure the similarity between two clusters and the correct selection of this criterion highly influences the performance of HAC. This paper presents...
Approximation Bounds for Hierarchical Clustering: Average Linkage, Bisecting K-means, and Local SearchMoseley, BenjaminWang, Joshua R.Journal of Machine Learning Research
Supplemental Figure 1A. Hierarchical clustering (average linkage method) of all 364 non-redundant pS motifs identified by motif-x and/or MMFPh in sets A, B and the subcellular sets.van Wijk, Klaas JFriso, GiuliaWalther, DirkSchulze, Waltraud X...