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    • Influence of input matrix representation on topic modelling performance 

      de Waal, Alta; Barnard, Etienne (Pattern Recognition Association of South Africa and Mechatronics International Conference, 2010)
      Topic models explain a collection of documents with a small set of distributions over terms. These distributions over terms define the topics. Topic models ignore the structure of documents and use a bag-of-words approach ...