C. Wemmert and P. Gançarski (France)
Hybrid classification, machine learning, collaboration
This article deals with the design of a new unsupervised classification results combination approach. This method is based on a new definition of the similarity between unsupervised classification and the notion of corresponding classes. This enables to use a new mechanism of unification to increase their efficiency. This mechanism is a multiview voting approach which can compute a single result representing the whole of the results, taking into account the ”opinion” of all the methods.
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