Cluster validity measure and merging system for hierarchical clustering considering outliers
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摘要
Highlights•Cluster validity measure for arbitrary shaped clusters with outliers.•Cluster merging system grouping cluster cores based on the outliers׳ structure.•Truly hierarchical variants of support vector and Gaussian process clustering.•Benefits for unsupervised change detection applications are presented.
论文关键词：Clustering,Quality,Agglomerative clustering,Gaussian processes,Support vector clustering
论文评审过程：Author links open overlay panelFrankde Morsiera1EnvelopeWorldDevisTuiabMauriceBorgeaudcVolkerGassdJean-PhilippeThirana
论文官网地址：https://doi.org/10.1016/j.patcog.2014.10.003
