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ICPR
2010
IEEE

A Novel Multi-view Agglomerative Clustering Algorithm Based on Ensemble of Partitions on Different Views

9 years 3 months ago
A Novel Multi-view Agglomerative Clustering Algorithm Based on Ensemble of Partitions on Different Views
In this paper, we propose a new algorithm for extending the hierarchical clustering methods and introduce a Multi-View Agglomerative Clustering approach to handle multi-view represented objects. Experiments on real world datasets indicate that our algorithm considering the relationship among multiple views can provide a solution with improved quality in multi-view setting. We find empirically that the multi-view version of our Agglomerative Clustering, independent of linkage method and given any number of views, greatly improves on its single-view counterparts.
Hamidreza Mirzaei
Added 12 Feb 2011
Updated 12 Feb 2011
Type Journal
Year 2010
Where ICPR
Authors Hamidreza Mirzaei
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