Beyond Affinity Propagation: Message Passing Algorithms for Clustering
Affinity propagation is an exemplar-based clustering method that takes as input similarities between data points. It outputs a set of data points that best represent the data (exemplars), and assignments of each non-exemplar point to its most appropriate exemplar, thereby partitioning the data set i...
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| Language: | en_ca |
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2012
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| Online Access: | http://hdl.handle.net/1807/32721 |