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Text clustering is a theme that is receiving considerable attention nowadays in areas such as text mining and information retrieval. A starting point for clustering methods applied on unstructured document collection is the creation of a vector-space model usually known as bag-ofwords model [1J. Documents are then usually described by a matrix which happens to be huge and extremely sparse which is...
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