منابع مشابه
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With inspiration from Random Forests (RF) in the context of classification, a new clustering ensemble method—Cluster Forests (CF) is proposed. Geometrically, CF randomly probes a high-dimensional data cloud to obtain “good local clusterings” and then aggregates via spectral clustering to obtain cluster assignments for the whole dataset. The search for good local clusterings is guided by a clust...
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ژورنال
عنوان ژورنال: Computational Statistics & Data Analysis
سال: 2013
ISSN: 0167-9473
DOI: 10.1016/j.csda.2013.04.010