Biography:

One of their most recent publications is A document clustering algorithm for discovering and describing topics. Which was published in journal Pattern Recognition Letters.

More information about Henry Anaya-Sánchez research including statistics on their citations can be found on their Copernicus Academic profile page.

Henry Anaya-Sánchez's Articles: (1)

A document clustering algorithm for discovering and describing topics

AbstractIn this paper, we introduce a new clustering algorithm for discovering and describing the topics comprised in a text collection. Our proposal relies on both the most probable term pairs generated from the collection and the estimation of the topic homogeneity associated to these pairs. Topics and their descriptions are generated from those term pairs whose support sets are homogeneous enough for representing collection topics. Experimental results obtained over three benchmark text collections demonstrate the effectiveness and utility of this new approach.

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